Joachim Denzler

393 papers A* 13A 13B 19C 16Misc 15Journal 137Unranked 177

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Subtokens: A Rich Character Embedding for Low-resource and Morphologically Complex Languages. CoRR Felix Schneider, Maria Gogolev, Sven Sickert, Joachim Denzler
2026	J	`jnl`	FreeStylo: An easy-to-use stylistic device detection tool for stylometry. J. Open Source Softw. Felix Schneider, Joachim Denzler
2026	J	`jnl`	Model utility and explainability in federated learning - A case study in healthcare using fundus oculi datasets. J. Biomed. Informatics Niklas Penzel, Daniel Scheliga, Hannes Oppermann, Patrick Mäder, Jens Haueisen, Joachim Denzler, Marco Seeland
2026	A*	`conf`	Realistic Face Reconstruction from Facial Embeddings via Diffusion Models. AAAI Dong Han, Yong Li, Joachim Denzler
2026	J	`jnl`	Realistic Face Reconstruction from Facial Embeddings via Diffusion Models. CoRR Dong Han, Yong Li, Joachim Denzler
2025	—	`conf`	Adaptive Model Selection for Expanded Post Hoc Debiasing and Mitigating Varying Degrees of Spurious Correlations. CAIP (2) Jan Blunk, Paul Bodesheim, Joachim Denzler
2025	J	`jnl`	Anomalous Agreement: How to find the Ideal Number of Anomaly Classes in Correlated, Multivariate Time Series Data. CoRR Ferdinand Rewicki, Joachim Denzler, Julia Niebling
2025	J	`jnl`	Assessing 3D volumetric asymmetry in facial palsy patients via advanced multi-view landmarks and radial curves. Mach. Vis. Appl. Tim Büchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler
2025	A*	`conf`	CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. ICLR Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler
2025	J	`jnl`	CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. CoRR Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler
2025	—	`conf`	Deep Learning-Assisted Dynamic Mode Decomposition for Non-resonant Background Removal in CARS Spectroscopy. DAGM GCPR Adithya Ashok Chalain Valapil, Carl Messerschmidt, Maha Shadaydeh, Michael Schmitt, Jürgen Popp, Joachim Denzler
2025	Misc	`conf`	Diffusion-based Identity-Preserving Facial Privacy Protection. ICASSP Dong Han, Salaheldin Mohamed, Yong Li, Joachim Denzler
2025	J	`jnl`	Distance-informed Neural Processes. CoRR Aishwarya Venkataramanan, Joachim Denzler
2025	A*	`conf`	Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis. CVPR Tim Büchner, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler
2025	J	`jnl`	Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis. CoRR Tim Büchner, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler
2025	J	`jnl`	F-INR: Functional Tensor Decomposition for Implicit Neural Representations. CoRR Sai Karthikeya Vemuri, Tim Büchner, Joachim Denzler
2025	A*	`conf`	FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks. ICML Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling
2025	J	`jnl`	FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks. CoRR Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling
2025	J	`jnl`	Gradient Extrapolation for Debiased Representation Learning. CoRR Ihab Asaad, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Group Interventions on Deep Networks for Causal Discovery in Subsystems. CoRR Wasim Ahmad, Joachim Denzler, Maha Shadaydeh
2025	J	`jnl`	Mitigating Spurious Correlations in Patch-wise Tumor Classification on High-Resolution Multimodal Images. CoRR Ihab Asaad, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Modeling COVID-19 Dynamics in German States Using Physics-Informed Neural Networks. CoRR Phillip Rothenbeck, Sai Karthikeya Vemuri, Niklas Penzel, Joachim Denzler
2025	Misc	`conf`	Modifying Generative Distributions in Latent Diffusion Models to Improve Alignment with Desired Properties. MVA Sven Sickert, Maria Gogolev, Niklas Penzel, Tim Büchner, Joachim Denzler
2025	J	`jnl`	PlantCAPNet: A deep learning system for image-based plant cover and phenology analysis. Ecol. Informatics Matthias Körschens, Solveig Franziska Bucher, Paul Bodesheim, Joachim Denzler, Christine Römermann
2025	A	`conf`	Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models. UAI Aishwarya Venkataramanan, Paul Bodesheim, Joachim Denzler
2025	J	`jnl`	Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models. CoRR Aishwarya Venkataramanan, Paul Bodesheim, Joachim Denzler
2025	J	`jnl`	RamPINN: Recovering Raman Spectra From Coherent Anti-Stokes Spectra Using Embedded Physics. CoRR Sai Karthikeya Vemuri, Adithya Ashok Chalain Valapil, Tim Büchner, Joachim Denzler
2025	J	`jnl`	Saccadic Vision for Fine-Grained Visual Classification. CoRR Johann Schmidt, Sebastian Stober, Joachim Denzler, Paul Bodesheim
2025	J	`jnl`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. Int. J. Comput. Vis. Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2025	J	`jnl`	Towards Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients. CoRR Niklas Penzel, Joachim Denzler
2025	J	`jnl`	Towards unobtrusive sleep stage classification in preterm infants using machine learning. Biomed. Signal Process. Control. Nathalie Demme, Maha Shadaydeh, Laura Schieder, Claus Doerfel, Stella Jähkel, Knut Holthoff, Hans Proquitté, Joachim Denzler, Jürgen Graf
2025	J	`jnl`	Uncertainty-aware Physics-informed Neural Networks for Robust CARS-to-Raman Signal Reconstruction. CoRR Aishwarya Venkataramanan, Sai Karthikeya Vemuri, Adithya Ashok Chalain Valapil, Joachim Denzler
2024	C	`conf`	Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. IGARSS Gideon Stein, Jonas Ziemer, Carolin Wicker, Jannik Jänichen, Gabriele Demisch, Daniel Klöpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clémence Dubois
2024	J	`jnl`	Deep Learning-based Group Causal Inference in Multivariate Time-series. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2024	J	`jnl`	Determining the community composition of herbaceous species from images using convolutional neural networks. Ecol. Informatics Matthias Körschens, Solveig Franziska Bucher, Paul Bodesheim, Josephine Ulrich, Joachim Denzler, Christine Römermann
2024	J	`jnl`	Embracing the black box: Heading towards foundation models for causal discovery from time series data. CoRR Gideon Stein, Maha Shadaydeh, Joachim Denzler
2024	—	`conf`	Estimating Soil Hydraulic Parameters for Unsaturated Flow Using Physics-Informed Neural Networks. ICCS (3) Sai Karthikeya Vemuri, Tim Büchner, Joachim Denzler
2024	—	`conf`	Exploiting Text-Image Latent Spaces for the Description of Visual Concepts. ICPR (33) Laines Schmalwasser, Jakob Gawlikowski, Joachim Denzler, Julia Niebling
2024	J	`jnl`	Exploiting Text-Image Latent Spaces for the Description of Visual Concepts. CoRR Laines Schmalwasser, Jakob Gawlikowski, Joachim Denzler, Julia Niebling
2024	J	`jnl`	Facing Asymmetry - Uncovering the Causal Link between Facial Symmetry and Expression Classifiers using Synthetic Interventions. CoRR Tim Büchner, Niklas Penzel, Orlando Guntinas-Lichius, Joachim Denzler
2024	—	`conf`	Functional Tensor Decompositions for Physics-Informed Neural Networks. ICPR (25) Sai Karthikeya Vemuri, Tim Büchner, Julia Niebling, Joachim Denzler
2024	J	`jnl`	Functional Tensor Decompositions for Physics-Informed Neural Networks. CoRR Sai Karthikeya Vemuri, Tim Büchner, Julia Niebling, Joachim Denzler
2024	J	`jnl`	JeFaPaTo - A joint toolbox for blinking analysis and facial features extraction. CoRR Tim Büchner, Oliver Mothes, Orlando Guntinas-Lichius, Joachim Denzler
2024	J	`jnl`	JeFaPaTo - A joint toolbox for blinking analysis and facial features extraction. J. Open Source Softw. Tim Büchner, Oliver Mothes, Orlando Guntinas-Lichius, Joachim Denzler
2024	J	`jnl`	KAN See Your Face. CoRR Dong Han, Yong Li, Joachim Denzler
2024	—	`conf`	Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain. VISIGRAPP (2): VISAPP Dong Han, Yong Li, Joachim Denzler
2024	J	`jnl`	Privacy-Preserving Face Recognition in Hybrid Frequency-Color Domain. CoRR Dong Han, Yong Li, Joachim Denzler
2024	—	`conf`	Reducing Bias in Pre-Trained Models by Tuning While Penalizing Change. VISIGRAPP (2): VISAPP Niklas Penzel, Gideon Stein, Joachim Denzler
2024	J	`jnl`	Reducing Bias in Pre-trained Models by Tuning while Penalizing Change. CoRR Niklas Penzel, Gideon Stein, Joachim Denzler
2024	J	`jnl`	Robust Skin Color Driven Privacy Preserving Face Recognition via Function Secret Sharing. CoRR Dong Han, Yufan Jiang, Yong Li, Ricardo Mendes, Joachim Denzler
2024	B	`conf`	Robust Skin Color Driven Privacy-Preserving Face Recognition Via Function Secret Sharing. ICIP Dong Han, Yufan Jiang, Yong Li, Ricardo Mendes, Joachim Denzler
2024	—	`conf`	The Power of Properties: Uncovering the Influential Factors in Emotion Classification. ICPRAI (2) Tim Büchner, Niklas Penzel, Orlando Guntinas-Lichius, Joachim Denzler
2024	J	`jnl`	The Power of Properties: Uncovering the Influential Factors in Emotion Classification. CoRR Tim Büchner, Niklas Penzel, Orlando Guntinas-Lichius, Joachim Denzler
2024	—	`conf`	Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry. ECML/PKDD (9) Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler
2024	J	`jnl`	Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry. CoRR Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler
2024	—	`conf`	Unsupervised Learning of Eye State Prototypes for Semantically Rich Blinking Detection. MIE Yuxuan Xie, Tim Büchner, Lukas Schuhmann, Orlando Guntinas-Lichius, Joachim Denzler
2024	J	`jnl`	When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out. CoRR Tristan Piater, Niklas Penzel, Gideon Stein, Joachim Denzler
2024	—	`conf`	When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work out. VISIGRAPP (2): VISAPP Tristan Piater, Niklas Penzel, Gideon Stein, Joachim Denzler
2023	—	`conf`	Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances. ICCV (Workshops) Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler
2023	J	`jnl`	Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps. CoRR Dimitri Korsch, Paul Bodesheim, Gunnar Brehm, Joachim Denzler
2023	—	`conf`	Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization. DAGM Jan Blunk, Niklas Penzel, Paul Bodesheim, Joachim Denzler
2023	J	`jnl`	Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification. CoRR Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2023	—	`conf`	From Faces to Volumes - Measuring Volumetric Asymmetry in 3D Facial Palsy Scans. ISVC (1) Tim Büchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler
2023	J	`jnl`	Gradient Statistics-Based Multi-Objective Optimization in Physics-Informed Neural Networks. Sensors Sai Karthikeya Vemuri, Joachim Denzler
2023	B	`conf`	Improved Obstructed Facial Feature Reconstruction for Emotion Recognition with Minimal Change CycleGANs. ACIVS Tim Büchner, Orlando Guntinas-Lichius, Joachim Denzler
2023	—	`conf`	Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping. DAGM Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2023	J	`jnl`	Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping. CoRR Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2023	Misc	`conf`	Interpreting Art by Leveraging Pre-Trained Models. MVA Niklas Penzel, Joachim Denzler
2023	J	`jnl`	Let's Get the FACS Straight - Reconstructing Obstructed Facial Features. CoRR Tim Büchner, Sven Sickert, Gerd Fabian Volk, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler
2023	—	`conf`	Let's Get the FACS Straight: Reconstructing Obstructed Facial Features. VISIGRAPP (4: VISAPP) Tim Büchner, Sven Sickert, Gerd Fabian Volk, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler
2023	—	`conf`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-Grained Classification. DAGM Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2023	J	`jnl`	Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification. CoRR Dimitri Korsch, Maha Shadaydeh, Joachim Denzler
2023	—	`conf`	Unified Automatic Plant Cover and Phenology Prediction. ICCV (Workshops) Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2023	—	`conf`	Using 2D and 3D Face Representations to Generate Comprehensive Facial Electromyography Intensity Maps. ISVC (2) Tim Büchner, Sven Sickert, Roland Grassme, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler
2022	—	`conf`	Automatic Objective Severity Grading of Peripheral Facial Palsy Using 3D Radial Curves Extracted from Point Clouds. MIE Tim Büchner, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler
2022	—	`conf`	Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization. VISIGRAPP (4: VISAPP) Matthias Körschens, Paul Bodesheim, Joachim Denzler
2022	J	`jnl`	Causal Discovery using Model Invariance through Knockoff Interventions. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2022	—	`conf`	Facing Asymmetry - Uncovering the Causal Link Between Facial Symmetry and Expression Classifiers Using Synthetic Interventions. ACCV (4) Tim Büchner, Niklas Penzel, Orlando Guntinas-Lichius, Joachim Denzler
2022	J	`jnl`	Generative adversarial networks for biomedical time series forecasting and imputation. J. Biomed. Informatics Sven Festag, Joachim Denzler, Cord Spreckelsen
2022	J	`jnl`	Image Classification With Small Datasets: Overview and Benchmark. IEEE Access Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2022	J	`jnl`	Image Classification with Small Datasets: Overview and Benchmark. CoRR Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2022	—	`conf`	Investigating Neural Network Training on a Feature Level Using Conditional Independence. ECCV Workshops (6) Niklas Penzel, Christian Reimers, Paul Bodesheim, Joachim Denzler
2022	J	`jnl`	Is it worth it? An experimental comparison of six deep- and classical machine learning methods for unsupervised anomaly detection in time series. CoRR Ferdinand Rewicki, Joachim Denzler, Julia Niebling
2022	—	`conf`	Metaphor Detection for Low Resource Languages: From Zero-Shot to Few-Shot Learning in Middle High German. MWE@LREC2022 Felix Schneider, Sven Sickert, Phillip Brandes, Sophie Marshall, Joachim Denzler
2022	B	`conf`	Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout. ICPR Matthias Körschens, Paul Bodesheim, Joachim Denzler
2022	—	`conf`	Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach. CinC Sven Festag, Gideon Stein, Tim Büchner, Maha Shadaydeh, Joachim Denzler, Cord Spreckelsen
2022	—	`conf`	Self-supervised Learning from Semantically Imprecise Data. VISIGRAPP (5: VISAPP) Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2022	J	`jnl`	Sequential Causal Effect Variational Autoencoder: Time Series Causal Link Estimation under Hidden Confounding. CoRR Violeta Teodora Trifunov, Maha Shadaydeh, Joachim Denzler
2022	—	`conf`	Towards a Unified Benchmark for Monocular Radial Distortion Correction and the Importance of Testing on Real-World Data. ICPRAI (1) Christoph Theiß, Joachim Denzler
2022	—	`conf`	Weakly-supervised Localization of Multiple Objects in Images using Cosine Loss. VISIGRAPP (5: VISAPP) Björn Barz, Joachim Denzler
2021	J	`jnl`	A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model. IEEE Access Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Markus Reichstein, Joachim Denzler
2021	J	`jnl`	A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge. CoRR Björn Barz, Lorenzo Brigato, Luca Iocchi, Joachim Denzler
2021	J	`jnl`	Analyzing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. IEEE Access Maha Shadaydeh, Lea Müller, Dana Schneider, Martin Thümmel, Thomas Kessler, Joachim Denzler
2021	C	`conf`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	J	`jnl`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	—	`conf`	Automatic Plant Cover Estimation with Convolutional Neural Networks. GI-Jahrestagung Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2021	J	`jnl`	Automatic Plant Cover Estimation with Convolutional Neural Networks. CoRR Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2021	—	`conf`	Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance. GI-Jahrestagung Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2021	C	`conf`	Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. ICMLA Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2021	J	`jnl`	Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. CoRR Wasim Ahmad, Maha Shadaydeh, Joachim Denzler
2021	—	`conf`	Conditional Adversarial Debiasing: Towards Learning Unbiased Classifiers from Biased Data. GCPR Christian Reimers, Paul Bodesheim, Jakob Runge, Joachim Denzler
2021	—	`conf`	Conditional Dependence Tests Reveal the Usage of ABCD Rule Features and Bias Variables in Automatic Skin Lesion Classification. CVPR Workshops Christian Reimers, Niklas Penzel, Paul Bodesheim, Jakob Runge, Joachim Denzler
2021	J	`jnl`	Counterfactual Generation with Knockoffs. CoRR Oana-Iuliana Popescu, Maha Shadaydeh, Joachim Denzler
2021	—	`conf`	Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification. GI-Jahrestagung Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2021	—	`conf`	Detecting Scenes in Fiction Using the Embedding Delta Signal. STSS@KONVENS Felix Schneider, Björn Barz, Joachim Denzler
2021	J	`jnl`	Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity. CoRR Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler
2021	—	`conf`	EarthNet2021: A Large-Scale Dataset and Challenge for Earth Surface Forecasting as a Guided Video Prediction Task. CVPR Workshops Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler
2021	J	`jnl`	EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. CoRR Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler
2021	—	`conf`	End-to-End Learning of Fisher Vector Encodings for Part Features in Fine-Grained Recognition. GCPR Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2021	—	`conf`	Exploiting Web Images for Moth Species Classification. GI-Jahrestagung Julia Böhlke, Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2021	—	`conf`	Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection. IWBF Martin Thümmel, Sven Sickert, Joachim Denzler
2021	—	`conf`	Investigating the Consistency of Uncertainty Sampling in Deep Active Learning. GCPR Niklas Penzel, Christian Reimers, Clemens-Alexander Brust, Joachim Denzler
2021	—	`conf`	Lightweight Filtering of Noisy Web Data: Augmenting Fine-grained Datasets with Selected Internet Images. VISIGRAPP (5: VISAPP) Julia Böhlke, Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2021	—	`conf`	Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning. GI-Jahrestagung Daphne Auer, Paul Bodesheim, Christian Fiderer, Marco Heurich, Joachim Denzler
2021	J	`jnl`	Self-Supervised Learning from Semantically Imprecise Data. CoRR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2021	J	`jnl`	Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing. CoRR Christian Reimers, Paul Bodesheim, Jakob Runge, Joachim Denzler
2021	—	`conf`	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. ICCVW Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2021	J	`jnl`	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. CoRR Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2021	—	`conf`	Weakly Supervised Segmentation Pretraining for Plant Cover Prediction. GCPR Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2021	—	`conf`	WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. NeurIPS Datasets and Benchmarks Björn Barz, Joachim Denzler
2021	J	`jnl`	WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. CoRR Björn Barz, Joachim Denzler
2020	J	`jnl`	Active and Incremental Learning with Weak Supervision. CoRR Clemens-Alexander Brust, Christoph Käding, Joachim Denzler
2020	J	`jnl`	Active and Incremental Learning with Weak Supervision. Künstliche Intell. Clemens-Alexander Brust, Christoph Käding, Joachim Denzler
2020	J	`jnl`	Analysing the Direction of Emotional Influence in Nonverbal Dyadic Communication: A Facial-Expression Study. CoRR Maha Shadaydeh, Lea Müller, Dana Schneider, Martin Thümmel, Thomas Kessler, Joachim Denzler
2020	—	`conf`	Automatic and Objective Facial Palsy Grading Index Prediction Using Deep Feature Regression. MIUA Anish Raj, Oliver Mothes, Sven Sickert, Gerd Fabian Volk, Orlando Guntinas-Lichius, Joachim Denzler
2020	J	`jnl`	Cityscapes 3D: Dataset and Benchmark for 9 DoF Vehicle Detection. CoRR Nils Gählert, Nicolas Jourdan, Marius Cordts, Uwe Franke, Joachim Denzler
2020	—	`conf`	Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era. ICPR Workshops (2) Björn Barz, Joachim Denzler
2020	J	`jnl`	Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era. CoRR Björn Barz, Joachim Denzler
2020	A	`conf`	Deep Learning on Small Datasets without Pre-Training using Cosine Loss. WACV Björn Barz, Joachim Denzler
2020	—	`conf`	Determining the Relevance of Features for Deep Neural Networks. ECCV (26) Christian Reimers, Jakob Runge, Joachim Denzler
2020	J	`jnl`	Do We Train on Test Data? Purging CIFAR of Near-Duplicates. J. Imaging Björn Barz, Joachim Denzler
2020	J	`jnl`	EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts. CoRR Christian Requena-Mesa, Vitus Benson, Joachim Denzler, Jakob Runge, Markus Reichstein
2020	J	`jnl`	End-to-end Learning of a Fisher Vector Encoding for Part Features in Fine-grained Recognition. CoRR Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2020	—	`conf`	Finding Relevant Flood Images on Twitter Using Content-Based Filters. ICPR Workshops (6) Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
2020	J	`jnl`	Finding Relevant Flood Images on Twitter using Content-based Filters. CoRR Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
2020	B	`conf`	Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. ICPR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2020	J	`jnl`	Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. CoRR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2020	J	`jnl`	Region-Based Edge Convolutions With Geometric Attributes for the Semantic Segmentation of Large-Scale 3-D Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jhonatan Contreras, Sven Sickert, Joachim Denzler
2020	J	`jnl`	Sensor Artificial Intelligence and its Application to Space Systems - A White Paper. CoRR Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
2020	C	`conf`	Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometrically Constrained Keypoints in Real-Time. IV Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler
2020	J	`jnl`	Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time. CoRR Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler
2020	J	`jnl`	The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization. IEEE Trans. Pattern Anal. Mach. Intell. Marcel Simon, Erik Rodner, Trevor Darrell, Joachim Denzler
2020	—	`conf`	Towards Confirmable Automated Plant Cover Determination. ECCV Workshops (6) Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Josephine Ulrich, Joachim Denzler
2020	J	`jnl`	Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes. CoRR Nils Gählert, Niklas Hanselmann, Uwe Franke, Joachim Denzler
2019	—	`conf`	Active Learning for Deep Object Detection. VISIGRAPP (5: VISAPP) Clemens-Alexander Brust, Christoph Käding, Joachim Denzler
2019	C	`conf`	Beyond Bounding Boxes: Using Bounding Shapes for Real-Time 3D Vehicle Detection from Monocular RGB Images. IV Nils Gählert, Jun-Jun Wan, Michael Weber, J. Marius Zöllner, Uwe Franke, Joachim Denzler
2019	—	`conf`	Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. VISIGRAPP (5: VISAPP) Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
2019	—	`conf`	Classification-Specific Parts for Improving Fine-Grained Visual Categorization. GCPR Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2019	J	`jnl`	Classification-Specific Parts for Improving Fine-Grained Visual Categorization. CoRR Dimitri Korsch, Paul Bodesheim, Joachim Denzler
2019	J	`jnl`	Deep Learning on Small Datasets without Pre-Training using Cosine Loss. CoRR Björn Barz, Joachim Denzler
2019	J	`jnl`	Deep learning and process understanding for data-driven Earth system science. Nat. Markus Reichstein, Gustau Camps-Valls, Bjorn Stevens, Martin Jung, Joachim Denzler, Nuno Carvalhais, Prabhat
2019	J	`jnl`	Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
2019	J	`jnl`	Do we train on test data? Purging CIFAR of near-duplicates. CoRR Björn Barz, Joachim Denzler
2019	—	`conf`	ELPephants: A Fine-Grained Dataset for Elephant Re-Identification. ICCV Workshops Matthias Körschens, Joachim Denzler
2019	C	`conf`	Edge-Convolution Point Net for Semantic Segmentation of Large-Scale Point Clouds. IGARSS Jhonatan Contreras, Joachim Denzler
2019	J	`jnl`	Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images. CoRR Björn Barz, Kai Schröter, Moritz Münch, Bin Yang, Andrea Unger, Doris Dransch, Joachim Denzler
2019	J	`jnl`	Facial Behavior Analysis using 4D Curvature Statistics for Presentation Attack Detection. CoRR Martin Thümmel, Joachim Denzler
2019	A	`conf`	Hierarchy-Based Image Embeddings for Semantic Image Retrieval. WACV Björn Barz, Joachim Denzler
2019	—	`conf`	Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers. ACPR (1) Clemens-Alexander Brust, Joachim Denzler
2019	J	`jnl`	LOST: A flexible framework for semi-automatic image annotation. CoRR Jonas Jäger, Gereon Reus, Joachim Denzler, Viviane Wolff, Klaus Fricke-Neuderth
2019	—	`conf`	Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. GCPR Violeta Teodora Trifunov, Maha Shadaydeh, Jakob Runge, Veronika Eyring, Markus Reichstein, Joachim Denzler
2019	—	`conf`	Not Just a Matter of Semantics: The Relationship Between Visual and Semantic Similarity. GCPR Clemens-Alexander Brust, Joachim Denzler
2019	—	`conf`	Predicting Landscapes from Environmental Conditions Using Generative Networks. GCPR Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler
2019	J	`jnl`	Predicting Landscapes from Environmental Conditions Using Generative Networks. CoRR Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler
2019	C	`conf`	Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. IGARSS Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler
2019	J	`jnl`	Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. CoRR Oliver Mothes, Joachim Denzler
2019	—	`conf`	Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems. GCPR Maha Shadaydeh, Joachim Denzler, Yanira Guanche Garcia, Miguel D. Mahecha
2018	J	`jnl`	Active Learning for Deep Object Detection. CoRR Clemens-Alexander Brust, Christoph Käding, Joachim Denzler
2018	A	`conf`	Active Learning for Regression Tasks with Expected Model Output Changes. BMVC Christoph Käding, Erik Rodner, Alexander Freytag, Oliver Mothes, Björn Barz, Joachim Denzler
2018	—	`conf`	Automatic Query Image Disambiguation for Content-based Image Retrieval. VISIGRAPP (5: VISAPP) Björn Barz, Joachim Denzler
2018	J	`jnl`	Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. CoRR Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler
2018	J	`jnl`	Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. CoRR Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
2018	J	`jnl`	Hierarchy-based Image Embeddings for Semantic Image Retrieval. CoRR Björn Barz, Joachim Denzler
2018	—	`conf`	Information-Theoretic Active Learning for Content-Based Image Retrieval. GCPR Björn Barz, Christoph Käding, Joachim Denzler
2018	J	`jnl`	Information-Theoretic Active Learning for Content-Based Image Retrieval. CoRR Björn Barz, Christoph Käding, Joachim Denzler
2018	J	`jnl`	Integrating domain knowledge: using hierarchies to improve deep classifiers. CoRR Clemens-Alexander Brust, Joachim Denzler
2018	B	`conf`	MB-Net: MergeBoxes for Real-Time 3D Vehicles Detection. Intelligent Vehicles Symposium Nils Gählert, Marina Mayer, Lukas Schneider, Uwe Franke, Joachim Denzler
2018	J	`jnl`	Not just a matter of semantics: the relationship between visual similarity and semantic similarity. CoRR Clemens-Alexander Brust, Joachim Denzler
2018	C	`conf`	Predicting Landscapes as Seen from Space from Environmental Conditions. IGARSS Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, Joachim Denzler
2018	—	`conf`	Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data. GeoHumanities@SIGSPATIAL Björn Barz, Thomas C. van Dijk, Bert Spaan, Joachim Denzler
2018	J	`jnl`	Towards Automatic Identification of Elephants in the Wild. CoRR Matthias Körschens, Björn Barz, Joachim Denzler
2017	B	`conf`	A Feedback Estimation Approach for Therapeutic Facial Training. FG Cornelia Dittmar, Joachim Denzler, Horst-Michael Gross
2017	—	`conf`	Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models. VISIGRAPP (6: VISAPP) Oliver Mothes, Joachim Denzler
2017	J	`jnl`	Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning. CoRR Marc Aubreville, Christian Knipfer, Nicolai Oetter, Christian Jaremenko, Erik Rodner, Joachim Denzler, Christopher Bohr, Helmut Neumann, Florian Stelzle, Andreas K. Maier
2017	J	`jnl`	Automatic Query Image Disambiguation for Content-Based Image Retrieval. CoRR Björn Barz, Joachim Denzler
2017	J	`jnl`	Emergent Techniques and Applications for Big Visual Data. Int. J. Digit. Multim. Broadcast. Zhijun Fang, Jenq-Neng Hwang, Xiaoming Huo, Hyo Jong Lee, Joachim Denzler
2017	J	`jnl`	Fast Learning and Prediction for Object Detection using Whitened CNN Features. CoRR Björn Barz, Erik Rodner, Christoph Käding, Joachim Denzler
2017	—	`conf`	Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations. GCPR Alexander Schultheiß, Christoph Käding, Alexander Freytag, Joachim Denzler
2017	B	`conf`	From corners to rectangles - Directional road sign detection using learned corner representations. Intelligent Vehicles Symposium Thomas Wenzel, Ta-Wei Chou, Steffen Brüggert, Joachim Denzler
2017	A*	`conf`	Generalized Orderless Pooling Performs Implicit Salient Matching. ICCV Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner
2017	J	`jnl`	Generalized orderless pooling performs implicit salient matching. CoRR Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner
2017	J	`jnl`	Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues. CoRR Talha Qaiser, Abhik Mukherjee, Chaitanya Reddy Pb, Sai Dileep Munugoti, Vamsi Tallam, Tomi Pitkäaho, Taina Lehtimäki, Thomas J. Naughton, Matt Berseth, Aníbal Pedraza, Ramakrishnan Mukundan, Matthew Smith, Abhir Bhalerao, Erik Rodner, Marcel Simon, Joachim Denzler, Chao-Hui Huang, Gloria Bueno, David R. J. Snead, Ian O. Ellis, Mohammad Ilyas, Nasir M. Rajpoot
2017	Misc	`conf`	Judging Aesthetic Quality in Paintings Based on Artistic Inspired Color Features. DICTA Seyed Ali Amirshahi, Joachim Denzler
2017	J	`jnl`	Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks. Int. J. Comput. Vis. Erik Rodner, Alexander Freytag, Paul Bodesheim, Björn Fröhlich, Joachim Denzler
2017	J	`jnl`	Multi-marker tracking for large-scale X-ray stereo video data. Signal Process. Image Commun. Xiaoyan Jiang, Marcel Simon, Yuan Yang, Joachim Denzler
2017	—	`conf`	One-Shot Learned Priors in Augmented Active Appearance Models for Anatomical Landmark Tracking. VISIGRAPP (Revised Selected Papers) Oliver Mothes, Joachim Denzler
2017	—	`conf`	Semantic Segmentation of Outdoor Areas Using 3D Moment Invariants and Contextual Cues. GCPR Sven Sickert, Joachim Denzler
2017	—	`conf`	Towards Automated Visual Monitoring of Individual Gorillas in the Wild. ICCV Workshops Clemens-Alexander Brust, Tilo Burghardt, Milou Groenenberg, Christoph Käding, Hjalmar S. Kühl, Marie L. Manguette, Joachim Denzler
2017	B	`conf`	Towards unconstrained content recognition of additional traffic signs. Intelligent Vehicles Symposium Thomas Wenzel, Steffen Brüggert, Joachim Denzler
2017	—	`conf`	Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes. ICIAR Ali Al-Raziqi, Joachim Denzler
2017	—	`conf`	Using Color Difference Equations for Calculating Gradient Images. SITIS Seyed Ali Amirshahi, Seyed Hossein Amirshahi, Joachim Denzler
2016	J	`jnl`	Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes. CoRR Christoph Käding, Erik Rodner, Alexander Freytag, Joachim Denzler
2016	B	`conf`	Additional traffic sign detection using learned corner representations. Intelligent Vehicles Symposium Thomas Wenzel, Steffen Brüggert, Joachim Denzler
2016	—	`conf`	Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates. GCPR Alexander Freytag, Erik Rodner, Marcel Simon, Alexander Loos, Hjalmar S. Kühl, Joachim Denzler
2016	J	`jnl`	Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Dataset of Paintings. CoRR Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies
2016	—	`conf`	Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception. ECCV Workshops (1) Joachim Denzler, Erik Rodner, Marcel Simon
2016	—	`conf`	Facial Paresis Index Prediction by Exploiting Active Appearance Models for Compact Discriminative Features. VISIGRAPP (4: VISAPP) Luise Modersohn, Joachim Denzler
2016	—	`conf`	Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios. ACCV Workshops (3) Christoph Käding, Erik Rodner, Alexander Freytag, Joachim Denzler
2016	A	`conf`	Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches. BMVC Erik Rodner, Marcel Simon, Robert B. Fisher, Joachim Denzler
2016	J	`jnl`	Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches. CoRR Erik Rodner, Marcel Simon, Robert B. Fisher, Joachim Denzler
2016	J	`jnl`	ImageNet pre-trained models with batch normalization. CoRR Marcel Simon, Erik Rodner, Joachim Denzler
2016	A	`conf`	Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets. BMVC Manuel Amthor, Erik Rodner, Joachim Denzler
2016	J	`jnl`	Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets. CoRR Manuel Amthor, Erik Rodner, Joachim Denzler
2016	—	`conf`	Large-Scale Active Learning with Approximations of Expected Model Output Changes. GCPR Christoph Käding, Alexander Freytag, Erik Rodner, Andrea Perino, Joachim Denzler
2016	J	`jnl`	Maximally Divergent Intervals for Anomaly Detection. CoRR Erik Rodner, Björn Barz, Yanira Guanche, Milan Flach, Miguel D. Mahecha, Paul Bodesheim, Markus Reichstein, Joachim Denzler
2016	J	`jnl`	Neither Quick Nor Proper - Evaluation of QuickProp for Learning Deep Neural Networks. CoRR Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler
2016	—	`conf`	SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos. CLEF (Working Notes) Jonas Jäger, Erik Rodner, Joachim Denzler, Viviane Wolff, Klaus Fricke-Neuderth
2016	—	`conf`	Unsupervised Framework for Interactions Modeling between Multiple Objects. VISIGRAPP (4: VISAPP) Ali Al-Raziqi, Joachim Denzler
2016	B	`conf`	Vegetation Segmentation in Cornfield Images Using Bag of Words. ACIVS Yerania Campos, Erik Rodner, Joachim Denzler, Humberto Sossa, Gonzalo Pajares
2016	B	`conf`	Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual recognition. ESANN Christoph Käding, Erik Rodner, Alexander Freytag, Joachim Denzler
2015	A*	`conf`	Active learning and discovery of object categories in the presence of unnameable instances. CVPR Christoph Käding, Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler
2015	—	`conf`	Additional Traffic Sign Detection - A Comparative Study. ITSC Thomas Wenzel, Steffen Brüggert, Joachim Denzler
2015	Misc	`conf`	Beyond thinking in common categories: Predicting obstacle vulnerability using large random codebooks. MVA Johannes Rühle, Erik Rodner, Joachim Denzler
2015	—	`conf`	Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding. VISAPP (2) Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler
2015	J	`jnl`	Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding. CoRR Clemens-Alexander Brust, Sven Sickert, Marcel Simon, Erik Rodner, Joachim Denzler
2015	J	`jnl`	Fine-grained Recognition Datasets for Biodiversity Analysis. CoRR Erik Rodner, Marcel Simon, Gunnar Brehm, Stephanie Pietsch, Johann-Wolfgang Wägele, Joachim Denzler
2015	Misc	`conf`	Fine-grained classification of identity document types with only one example. MVA Marcel Simon, Erik Rodner, Joachim Denzler
2015	—	`conf`	Interactive Image Retrieval for Biodiversity Research. GCPR Alexander Freytag, Alena Schadt, Joachim Denzler
2015	A	`conf`	Local Novelty Detection in Multi-class Recognition Problems. WACV Paul Bodesheim, Alexander Freytag, Erik Rodner, Joachim Denzler
2015	—	`conf`	Road Condition Estimation Based on Spatio-Temporal Reflection Models. GCPR Manuel Amthor, Bernd Hartmann, Joachim Denzler
2014	—	`conf`	A Graph-based MAP Solution for Multi-person Tracking using Multi-camera Systems. VISAPP (3) Xiaoyan Jiang, Marco Körner, Daniel Haase, Joachim Denzler
2014	—	`conf`	A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering. GCPR Mahesh Venkata Krishna, Joachim Denzler
2014	A	`conf`	A combination of generative and discriminative models for fast unsupervised activity recognition from traffic scene videos. WACV Mahesh Venkata Krishna, Joachim Denzler
2014	J	`jnl`	ARTOS - Adaptive Real-Time Object Detection System. CoRR Björn Barz, Erik Rodner, Joachim Denzler
2014	—	`conf`	Exemplar-Specific Patch Features for Fine-Grained Recognition. GCPR Alexander Freytag, Erik Rodner, Trevor Darrell, Joachim Denzler
2014	C	`conf`	Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data - A Computer Science Perspective on Biodiversity Research. DATA Clemens Beckstein, Sebastian Böcker, Martin Bogdan, Helge Bruelheide, H. Martin Bücker, Joachim Denzler, Peter Dittrich, Ivo Grosse, Alexander Hinneburg, Birgitta König-Ries, Felicitas Löffler, Manja Marz, Matthias Müller-Hannemann, Martin Winter, Wolf Zimmermann
2014	A*	`conf`	Instance-Weighted Transfer Learning of Active Appearance Models. CVPR Daniel Haase, Erik Rodner, Joachim Denzler
2014	J	`jnl`	Intrinsic and extrinsic active self-calibration of multi-camera systems. Mach. Vis. Appl. Marcel Brückner, Ferid Bajramovic, Joachim Denzler
2014	—	`conf`	JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores. ECCV Workshops (1) Seyed Ali Amirshahi, Gregor Uwe Hayn-Leichsenring, Joachim Denzler, Christoph Redies
2014	A*	`conf`	Nonparametric Part Transfer for Fine-Grained Recognition. CVPR Christoph Göring, Erik Rodner, Alexander Freytag, Joachim Denzler
2014	—	`conf`	Part Detector Discovery in Deep Convolutional Neural Networks. ACCV (2) Marcel Simon, Erik Rodner, Joachim Denzler
2014	J	`jnl`	Part Detector Discovery in Deep Convolutional Neural Networks. CoRR Marcel Simon, Erik Rodner, Joachim Denzler
2014	—	`conf`	Quantitative Analysis of Pathological Mitochondrial Morphology in Neuronal Cells in Confocal Laser Scanning Microscopy Images. IWBBIO Herbert Süße, Wolfgang Ortmann, Janin Lautenschläger, Christian Lautenschläger, Marco Körner, Julian Grosskreutz, Joachim Denzler
2014	—	`conf`	Regularized Geometric Hulls for Nucleus Segmentation from Microscopy Images. MIUA Marco Körner, Mahesh Venkata Krishna, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
2014	—	`conf`	Robust Pictorial Structures for X-ray Animal Skeleton Tracking. VISAPP (3) Manuel Amthor, Daniel Haase, Joachim Denzler
2014	J	`jnl`	Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods. CoRR Alexander Freytag, Johannes Rühle, Paul Bodesheim, Erik Rodner, Joachim Denzler
2014	—	`conf`	Selecting Influential Examples: Active Learning with Expected Model Output Changes. ECCV (4) Alexander Freytag, Erik Rodner, Joachim Denzler
2013	J	`jnl`	2D and 3D analysis of animal locomotion from biplanar X-ray videos using augmented active appearance models. EURASIP J. Image Video Process. Daniel Haase, Joachim Denzler
2013	—	`conf`	Accurate 3D Multi-marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach. CAIP (2) Xiaoyan Jiang, Daniel Haase, Marco Körner, Wolfgang Bothe, Joachim Denzler
2013	—	`conf`	Approximations of Gaussian Process Uncertainties for Visual Recognition Problems. SCIA Paul Bodesheim, Alexander Freytag, Erik Rodner, Joachim Denzler
2013	—	`conf`	Automated Classification of Therapeutic Face Exercises using the Kinect. VISAPP (1) Cornelia Lanz, Birant Sibel Olgay, Joachim Denzler, Horst-Michael Gross
2013	Misc	`conf`	Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models. MVA Daniel Haase, Michael Kemmler, Orlando Guntinas-Lichius, Joachim Denzler
2013	J	`jnl`	Enhanced anomaly detection in wire ropes by combining structure and appearance. Pattern Recognit. Lett. Esther-Sabrina Wacker, Joachim Denzler
2013	—	`conf`	Facial Landmark Localization and Feature Extraction for Therapeutic Face Exercise Classification. VISIGRAPP (Selected Papers) Cornelia Lanz, Birant Sibel Olgay, Joachim Denzler, Horst-Michael Gross
2013	J	`jnl`	Fine-grained Categorization - Short Summary of our Entry for the ImageNet Challenge 2012. CoRR Christoph Göring, Alexander Freytag, Erik Rodner, Joachim Denzler
2013	—	`conf`	Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features. ICDSC Mahesh Venkata Krishna, Marco Körner, Joachim Denzler
2013	—	`conf`	How Self-Similar are Artworks at Different Levels of Spatial Resolution?. CAe@Expressive Seyed Ali Amirshahi, Christoph Redies, Joachim Denzler
2013	—	`conf`	JAR-Aibo: A Multi-view Dataset for Evaluation of Model-Free Action Recognition Systems. ICIAP Workshops Marco Körner, Joachim Denzler
2013	A*	`conf`	Kernel Null Space Methods for Novelty Detection. CVPR Paul Bodesheim, Alexander Freytag, Erik Rodner, Michael Kemmler, Joachim Denzler
2013	—	`conf`	Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes. GCPR Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler
2013	J	`jnl`	Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition. Mach. Vis. Appl. Björn Fröhlich, Erik Rodner, Michael Kemmler, Joachim Denzler
2013	J	`jnl`	One-class classification with Gaussian processes. Pattern Recognit. Michael Kemmler, Erik Rodner, Esther-Sabrina Wacker, Joachim Denzler
2013	—	`conf`	Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups. CAIP (1) Marco Körner, Joachim Denzler
2012	J	`jnl`	An Efficient Shortest Triangle Paths Algorithm Applied to Multi-camera Self-calibration. J. Math. Imaging Vis. Ferid Bajramovic, Marcel Brückner, Joachim Denzler
2012	B	`conf`	Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data. AVSS Marco Körner, Joachim Denzler
2012	—	`conf`	As Time Goes by - Anytime Semantic Segmentation with Iterative Context Forests. DAGM/OAGM Symposium Björn Fröhlich, Erik Rodner, Joachim Denzler
2012	—	`conf`	Data association for multi-object Tracking-by-Detection in multi-camera networks. ICDSC Michael Bredereck, Xiaoyan Jiang, Marco Körner, Joachim Denzler
2012	A	`conf`	Divergence-Based One-Class Classification Using Gaussian Processes. BMVC Paul Bodesheim, Erik Rodner, Alexander Freytag, Joachim Denzler
2012	B	`conf`	Efficient semantic segmentation with Gaussian processes and histogram intersection kernels. ICPR Alexander Freytag, Björn Fröhlich, Erik Rodner, Joachim Denzler
2012	—	`conf`	Fast and Robust Landmark Tracking in X-ray Locomotion Sequences Containing Severe Occlusions. VMV Manuel Amthor, Daniel Haase, Joachim Denzler
2012	B	`conf`	Finding discriminative features for Raman spectroscopy. ICPR Michael Kemmler, Joachim Denzler
2012	—	`conf`	Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels. ECCV (4) Erik Rodner, Alexander Freytag, Paul Bodesheim, Joachim Denzler
2012	Misc	`conf`	Multi-person Tracking-by-Detection Based on Calibrated Multi-camera Systems. ICCVG Xiaoyan Jiang, Erik Rodner, Joachim Denzler
2012	—	`conf`	PHOG analysis of self-similarity in aesthetic images. Human Vision and Electronic Imaging Seyed Ali Amirshahi, Michael Koch, Joachim Denzler, Christoph Redies
2012	—	`conf`	PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects. ECCV Workshops (1) Christoph Redies, Seyed Ali Amirshahi, Michael Koch, Joachim Denzler
2012	—	`conf`	Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels. ACCV (2) Alexander Freytag, Erik Rodner, Paul Bodesheim, Joachim Denzler
2012	—	`conf`	Scale-independent Spatio-temporal Statistical Shape Representations for 3D Human Action Recognition. ICPRAM (1) Marco Körner, Daniel Haase, Joachim Denzler
2012	—	`conf`	Semantic Segmentation using GrabCut. VISAPP (1) Christoph Göring, Björn Fröhlich, Joachim Denzler
2012	—	`conf`	Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach. ACCV (1) Björn Fröhlich, Erik Rodner, Joachim Denzler
2012	J	`jnl`	Tracking and Reconstruction in a Combined Optimization Approach. IEEE Trans. Pattern Anal. Mach. Intell. Olaf Kähler, Joachim Denzler
2011	Misc	`conf`	A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup. MVA Marco Körner, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
2011	—	`conf`	Anatomical Landmark Tracking for the Analysis of Animal Locomotion in X-ray Videos Using Active Appearance Models. SCIA Daniel Haase, Joachim Denzler
2011	—	`conf`	Combining Structure and Appearance for Anomaly Detection in Wire Ropes. CAIP (2) Esther-Sabrina Wacker, Joachim Denzler
2011	A*	`conf`	Exploiting the Manhattan-world assumption for extrinsic self-calibration of multi-modal sensor networks. ICCV Marcel Brückner, Joachim Denzler
2011	—	`conf`	Extrinsic Self-Calibration of Time-of-Flight Cameras using a Combination of 3D and Intensity Descriptors. VMV Jörn Schmidt, Marcel Brückner, Joachim Denzler
2011	J	`jnl`	Learning with few examples for binary and multiclass classification using regularization of randomized trees. Pattern Recognit. Lett. Erik Rodner, Joachim Denzler
2011	—	`conf`	Multi-view Active Appearance Models for the X-Ray Based Analysis of Avian Bipedal Locomotion. DAGM-Symposium Daniel Haase, John A. Nyakatura, Joachim Denzler
2011	Misc	`conf`	One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code. MVA Erik Rodner, Esther-Sabrina Wacker, Michael Kemmler, Joachim Denzler
2010	B	`conf`	A Fast Approach for Pixelwise Labeling of Facade Images. ICPR Björn Fröhlich, Erik Rodner, Joachim Denzler
2010	—	`conf`	Active Self-calibration of Multi-camera Systems. DAGM-Symposium Marcel Brückner, Joachim Denzler
2010	—	`conf`	An Analysis-by-Synthesis Approach to Rope Condition Monitoring. ISVC (2) Esther-Sabrina Wacker, Joachim Denzler
2010	—	`conf`	Analysis of Structural Dependencies for the Automatic Visual Inspection of Wire Ropes. VMV Daniel Haase, Esther-Sabrina Wacker, Ernst Günter Schukat-Talamazzini, Joachim Denzler
2010	—	`conf`	Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes. DAGM-Symposium Michael Kemmler, Joachim Denzler, Petra Rösch, Jürgen Popp
2010	A	`conf`	Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation. BMVC Christoph Munkelt, Andreas Breitbarth, Gunther Notni, Joachim Denzler
2010	—	`conf`	One-Class Classification with Gaussian Processes. ACCV (2) Michael Kemmler, Erik Rodner, Joachim Denzler
2010	—	`conf`	One-Shot Learning of Object Categories Using Dependent Gaussian Processes. DAGM-Symposium Erik Rodner, Joachim Denzler
2010	B	`conf`	Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion. ICPR Michael Trummer, Christoph Munkelt, Joachim Denzler
2009	J	`jnl`	A Framework for Actively Selecting Viewpoints in Object Recognition. Int. J. Pattern Recognit. Artif. Intell. Frank Deinzer, Christian Derichs, Heinrich Niemann, Joachim Denzler
2009	A*	`conf`	Coarse registration of 3D surface triangulations based on moment invariants with applications to object alignment and identification. ICCV Michael Trummer, Herbert Suesse, Joachim Denzler
2009	—	`conf`	Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning. DAGM-Symposium Michael Trummer, Christoph Munkelt, Joachim Denzler
2009	C	`conf`	Combining Appearance and Range Based Information for Multi-class Generic Object Recognition. CIARP Doaa Hegazy, Joachim Denzler
2009	—	`conf`	Experimental Comparison of Wide Baseline Correspondence Algorithms for Multi Camera Calibration. VISAPP (2) Ferid Bajramovic, Michael Koch, Joachim Denzler
2009	—	`conf`	Extending GKLT Tracking - Feature Tracking for Controlled Environments with Integrated Uncertainty Estimation. SCIA Michael Trummer, Christoph Munkelt, Joachim Denzler
2009	—	`conf`	Generic 3D Object Recognition from Time-of-Flight Images using Boosted Combined Shape Features. VISAPP (2) Doaa Hegazy, Joachim Denzler
2009	A*	`conf`	Geometric and probabilistic image dissimilarity measures for common field of view detection. CVPR Marcel Brückner, Ferid Bajramovic, Joachim Denzler
2009	—	`conf`	Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features. Dyn3D Michael Kemmler, Erik Rodner, Joachim Denzler
2009	—	`conf`	HMM-Based Defect Localization in Wire Ropes - A New Approach to Unusual Subsequence Recognition. DAGM-Symposium Esther-Sabrina Platzer, Josef Nägele, Karl-Heinz Wehking, Joachim Denzler
2009	—	`conf`	Learning with Few Examples by Transferring Feature Relevance. DAGM-Symposium Erik Rodner, Joachim Denzler
2009	—	`conf`	On the Suitability of Different Features for Anomaly Detection in Wire Ropes. VISIGRAPP (Selected Papers) Esther-Sabrina Platzer, Herbert Süße, Josef Nägele, Karl-Heinz Wehking, Joachim Denzler
2009	—	`ed.`	Pattern Recognition, 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings DAGM-Symposium Joachim Denzler, Gunther Notni, Herbert Süße
2009	—	`conf`	Pedestrian Detection by Probabilistic Component Assembly. DAGM-Symposium Martin Rapus, Stefan Munder, Gregory Baratoff, Joachim Denzler
2009	C	`conf`	Randomized Probabilistic Latent Semantic Analysis for Scene Recognition. CIARP Erik Rodner, Joachim Denzler
2009	—	`conf`	Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes. VISAPP (1) Esther-Sabrina Platzer, Joachim Denzler, Herbert Süße, Josef Nägele, Karl-Heinz Wehking
2009	—	`conf`	Temporal Estimation of the 3d Guide-Wire Position Using 2d X-ray Images. MICCAI (1) Marcel Brückner, Frank Deinzer, Joachim Denzler
2009	—	`conf`	Using Common Field of View Detection for Multi Camera Calibration. VMV Ferid Bajramovic, Marcel Brückner, Joachim Denzler
2009	—	`conf`	View Planning for 3D Reconstruction Using Time-of-Flight Camera Data. DAGM-Symposium Christoph Munkelt, Michael Trummer, Peter Kühmstedt, Gunther Notni, Joachim Denzler
2008	—	`conf`	3D Blood Flow Reconstruction from 2D Angiograms. Bildverarbeitung für die Medizin Esther-Sabrina Platzer, Frank Deinzer, Dietrich Paulus, Joachim Denzler
2008	—	`conf`	Challenging Anomaly Detection in Wire Ropes Using Linear Prediction Combined with One-class Classification. VMV Esther-Sabrina Platzer, Joachim Denzler, Herbert Süße, Josef Nägele, Karl-Heinz Wehking
2008	B	`conf`	Difference of Boxes Filters Revisited: Shadow Suppression and Efficient Character Segmentation. Document Analysis Systems Erik Rodner, Herbert Süße, Wolfgang Ortmann, Joachim Denzler
2008	J	`jnl`	Efficient Adaptive Combination of Histograms for Real-Time Tracking. EURASIP J. Image Video Process. Ferid Bajramovic, Benjamin Deutsch, Christoph Gräßl, Joachim Denzler
2008	—	`conf`	Experimental Evaluation of Relative Pose Estimation Algorithms. VISAPP (2) Marcel Brückner, Ferid Bajramovic, Joachim Denzler
2008	—	`conf`	Generic Object Recognition Using Boosted Combined Features. RobVis Doaa Hegazy, Joachim Denzler
2008	A	`conf`	Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration. BMVC Ferid Bajramovic, Joachim Denzler
2008	—	`conf`	Guided KLT Tracking Using Camera Parameters in Consideration of Uncertainty. VISIGRAPP (Selected Papers) Michael Trummer, Joachim Denzler, Christoph Munkelt
2008	—	`conf`	Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach. DAGM-Symposium Olaf Kähler, Joachim Denzler
2008	—	`conf`	KLT Tracking Using Intrinsic and Extrinsic Camera Parameters in Consideration of Uncertainty. VISAPP (2) Michael Trummer, Joachim Denzler, Christoph Munkelt
2008	—	`conf`	Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees. VMV Erik Rodner, Joachim Denzler
2008	J	`jnl`	On fusion of range and intensity information using Graph-Cut for planar patch segmentation. Int. J. Intell. Syst. Technol. Appl. Olaf Kähler, Erik Rodner, Joachim Denzler
2008	—	`conf`	Robust Real-Time SFM in a Combined Formulation of Tracking and Reconstruction. VMV Olaf Kähler, Joachim Denzler
2007	Misc	`conf`	Benchmarking 3D Reconstructions from Next Best View Planning. MVA Christoph Munkelt, Michael Trummer, Joachim Denzler, Stefan Wenhardt
2007	—	`conf`	Detecting coplanar feature points in handheld image sequences. VISAPP (2) Olaf Kähler, Joachim Denzler
2007	—	`conf`	Rigid Motion Constraints for Tracking Planar Objects. DAGM-Symposium Olaf Kähler, Joachim Denzler
2007	—	`conf`	Self-calibration with Partially Known Rotations. DAGM-Symposium Ferid Bajramovic, Joachim Denzler
2007	—	`ed.`	Sensor Data and Information Fusion in Computer Vision and Medicine, 30.07. - 04.08.2006 Sensor Data and Information Fusion in Computer Vision and Medicine Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.
2006	—	`conf`	06311 Abstracts Collection -- Sensor Data and Information Fusion in Computer Vision and Medicine. Sensor Data and Information Fusion in Computer Vision and Medicine Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.
2006	—	`conf`	06311 Executive Summary -- Sensor Data and Information Fusion in Computer Vision and Medicine. Sensor Data and Information Fusion in Computer Vision and Medicine Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.
2006	B	`conf`	A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition. ACIVS Ferid Bajramovic, Frank Mattern, Nicholas Butko, Joachim Denzler
2006	—	`conf`	An Information Theoretic Approach for Next Best View Planning in 3-D Reconstruction. ICPR (1) Stefan Wenhardt, Benjamin Deutsch, Joachim Hornegger, Heinrich Niemann, Joachim Denzler
2006	—	`conf`	Aspects of Optimal Viewpoint Selection and Viewpoint Fusion. ACCV (2) Frank Deinzer, Joachim Denzler, Christian Derichs, Heinrich Niemann
2006	A	`conf`	Integrated Viewpoint Fusion and Viewpoint Selection for Optimal Object Recognition. BMVC Frank Deinzer, Christian Derichs, Heinrich Niemann, Joachim Denzler
2005	—	`conf`	A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms. DAGM-Symposium Benjamin Deutsch, Christoph Gräßl, Ferid Bajramovic, Joachim Denzler
2005	J	`jnl`	Appearance-based recognition of 3-D objects by cluttered background and occlusions. Pattern Recognit. Michael Reinhold, Marcin Grzegorzek, Joachim Denzler, Heinrich Niemann
2005	Misc	`conf`	Dynamic Light Field Reconstruction and Rendering for Multiple Moving Objects. MVA Ingo Scholz, Christian Vogelgsang, Joachim Denzler, Heinrich Niemann
2005	—	`conf`	Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization. DAGM-Symposium Ferid Bajramovic, Christoph Gräßl, Joachim Denzler
2005	J	`jnl`	Markerless real-time 3-D target region tracking by motion backprojection from projection images. IEEE Trans. Medical Imaging Torsten Rohlfing, Joachim Denzler, Christoph Gräßl, Daniel B. Russakoff, Calvin R. Maurer Jr.
2005	—	`conf`	Multi-step active object tracking with entropy based optimal actions using the sequential Kalman filter. ICIP (3) Benjamin Deutsch, Heinrich Niemann, Joachim Denzler
2005	—	`conf`	Self-Organizing, Adaptive Data Fusion for 3d Object Tracking. ARCS Workshops Olaf Kähler, Joachim Denzler
2004	—	`conf`	Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping. ICINCO (2) Benjamin Deutsch, Frank Deinzer, Matthias Zobel, Joachim Denzler
2004	J	`jnl`	Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields. IEICE Trans. Inf. Syst. Ingo Scholz, Joachim Denzler, Heinrich Niemann
2004	—	`conf`	Markerless Real-Time Target Region Tracking: Application to Frameless Sterotactic Radiosurgery. VMV Torsten Rohlfing, Joachim Denzler, Daniel B. Russakoff, Christoph Gräßl, Calvin R. Maurer Jr.
2004	—	`conf`	Multi-step Entropy Based Sensor Control for Visual Object Tracking. DAGM-Symposium Benjamin Deutsch, Matthias Zobel, Joachim Denzler, Heinrich Niemann
2004	—	`conf`	Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation. MICCAI (1) Torsten Rohlfing, Daniel B. Russakoff, Joachim Denzler, Calvin R. Maurer Jr.
2003	—	`conf`	How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments. VMV Marcin Grzegorzek, Frank Deinzer, Michael Reinhold, Joachim Denzler, Heinrich Niemann
2003	A*	`conf`	Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking. ICCV Joachim Denzler, Matthias Zobel, Heinrich Niemann
2003	J	`jnl`	MOBSY: Integration of vision and dialogue in service robots. Mach. Vis. Appl. Matthias Zobel, Joachim Denzler, Benno Heigl, Elmar Nöth, Dietrich Paulus, Jochen Schmidt, Georg Stemmer
2003	J	`jnl`	Plenoptic Models in Robot Vision. Künstliche Intell. Joachim Denzler, Benno Heigl, Matthias Zobel, Heinrich Niemann
2003	—	`conf`	Using Test Plans for Bayesian Modeling. MLDM Rainer Deventer, Joachim Denzler, Heinrich Niemann, Oliver Kreis
2003	C	`conf`	Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition. CAIP Frank Deinzer, Joachim Denzler, Heinrich Niemann
2002	—	`conf`	Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis. DAGM-Symposium Christopher Drexler, Friedemann Mattern, Joachim Denzler
2002	Misc	`conf`	Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields. MVA Ingo Scholz, Joachim Denzler, Heinrich Niemann
2002	—	`conf`	Entropy based camera control for visual object tracking. ICIP (3) Joachim Denzler, Matthias Zobel, Heinrich Niemann
2002	Misc	`conf`	Generic Hierarchic Object Models and Classification Based on Probabilistic PCA. MVA Christopher Drexler, Frank Mattem, Joachim Denzler
2002	—	`conf`	Improving Object Recognition by Fusion of Multiple Views. ICVGIP Frank Deinzer, Joachim Denzler, Heinrich Niemann
2002	J	`jnl`	Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Joachim Denzler, Christopher M. Brown
2002	—	`conf`	On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking. DAGM-Symposium Joachim Denzler, Matthias Zobel, Heinrich Niemann
2001	C	`conf`	Application of Bayesian Controllers to Dynamic Systems. HIS Rainer Deventer, Joachim Denzler, Heinrich Niemann
2001	—	`conf`	Demonstration von Bildverarbeitung und Sprachverstehen in der Dienstleistungsrobotik. AMS Matthias Zobel, Joachim Denzler, Benno Heigl, Elmar Nöth, Dietrich Paulus, Jochen Schmidt, Georg Stemmer
2001	C	`conf`	MOBSY: Integration of Vision and Dialogue in Service Robots. ICVS Matthias Zobel, Joachim Denzler, Benno Heigl, Elmar Nöth, Dietrich Paulus, Jochen Schmidt, Georg Stemmer
2001	—	`conf`	On Fusion of Multiple Views for Active Object Recognition. DAGM-Symposium Frank Deinzer, Joachim Denzler, Heinrich Niemann
2001	—	`conf`	Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition. DAGM-Symposium Joachim Denzler, Christopher M. Brown, Heinrich Niemann
2000	—	`conf`	Active Appearance-Based Object Recognition Using Viewpoint Selection. VMV Michael Reinhold, Frank Deinzer, Joachim Denzler, Dietrich Paulus, Josef Pösl
2000	—	`conf`	Active Computer Vision System. CAMP Dietrich Paulus, Christopher Drexler, Michael Reinhold, Matthias Zobel, Joachim Denzler
2000	—	`conf`	Classifier Independent Viewpoint Selection for 3-D Object Recognition. DAGM-Symposium Frank Deinzer, Joachim Denzler, Heinrich Niemann
2000	B	`conf`	Robust Facial Feature Localization by Coupled Features. FG Matthias Zobel, Arnd Gebhard, Dietrich Paulus, Joachim Denzler, Heinrich Niemann
2000	—	`conf`	Viewpoint Selection-A Classifier Independent Learning Approach. SSIAI Frank Deinzer, Joachim Denzler, Heinrich Niemann
1999	C	`conf`	Active Knowledge-Based Scene Analysis. ICVS Dietrich Paulus, Ulrike Ahlrichs, Benno Heigl, Joachim Denzler, Joachim Hornegger, Heinrich Niemann
1999	J	`jnl`	Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking. Real Time Imaging Joachim Denzler, Heinrich Niemann
1999	—	`conf`	Plenoptic Modeling and Rendering from Image Sequences Taken by Hand-Held Camera. DAGM-Symposium Benno Heigl, Reinhard Koch, Marc Pollefeys, Joachim Denzler, Luc Van Gool
1999	—	`conf`	Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken. AMS Christopher Drexler, Carmen Frank, Joachim Denzler, Heinrich Niemann
1998	—	`conf`	An Efficient Combination of 2D and 3D Shape Descriptions for Contour Based Tracking of Moving Objects. ECCV (1) Joachim Denzler, Benno Heigl, Heinrich Niemann
1998	—	`conf`	On the application of light field reconstruction for statistical object recognition. EUSIPCO Benno Heigl, Joachim Denzler, Heinrich Niemann
1997	—	`—`	Aktives Sehen zur Echtzeitobjektverfolgung. Joachim Denzler
1997	—	`conf`	COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit. DAGM-Symposium Joachim Denzler, Heinrich Niemann
1997	—	`conf`	Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis. ICIP (3) Dorthe Meyer, Joachim Denzler, Heinrich Niemann
1997	C	`conf`	Real-Time Pedestrian Tracking in Natural Scenes. CAIP Joachim Denzler, Heinrich Niemann
1996	Misc	`conf`	3D Data Driven Prediction for Active Contour Models with Application to Car Tracking. MVA Joachim Denzler, Heinrich Niemann
1996	J	`jnl`	3D data driven prediction for active contour models based on geometric bounding volumes. Pattern Recognit. Lett. Joachim Denzler, Heinrich Niemann
1996	—	`conf`	Echtzeitobjektverfolgung mit Aktiven Strahlen. DAGM-Symposium Joachim Denzler, Heinrich Niemann
1996	—	`conf`	Statistical approach to classification of flow patterns for motion detection. ICIP (1) Joachim Denzler, Volker Schless, Dietrich Paulus, Heinrich Niemann
1995	J	`jnl`	Combination of simple vision modules for robust real-time motion tracking. Eur. Trans. Telecommun. Joachim Denzler, Heinrich Niemann
1994	—	`conf`	Active Motion Detection and Object Tracking. ICIP (3) Joachim Denzler, Dietrich Paulus
1994	A	`conf`	Learning, tracking and recognition of 3D objects. IROS Joachim Denzler, Rüdiger Bess, Joachim Hornegger, Heinrich Niemann, Dietrich Paulus
1993	—	`conf`	Going back to the source: inverse filtering of the speech signal with ANNs. EUROSPEECH Joachim Denzler, Ralf Kompe, Andreas Kießling, Heinrich Niemann, Elmar Nöth