Christian Scharfenberger

42 papers A* 2B 6Journal 16Unranked 17

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Residual Error: a New Performance Measure for Adversarial Robustness. CoRR Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	—	`ch.`	Deep Learning-Based Pedestrian Detection for Automated Driving: Achievements and Future Challenges. Development and Analysis of Deep Learning Architectures Michelle Karg, Christian Scharfenberger
2020	A*	`conf`	Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness. CVPR Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	J	`jnl`	Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness. CoRR Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2020	J	`jnl`	Vulnerability Under Adversarial Machine Learning: Bias or Variance? CoRR Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2019	—	`conf`	SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. CVPR Workshops Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
2019	J	`jnl`	StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks. Neurocomputing Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
2018	—	`conf`	Distant Vehicle Detection: How Well Can Region Proposal Networks Cope with Tiny Objects at Low Resolution? ECCV Workshops (1) Ann-Katrin Fattal, Michelle Karg, Christian Scharfenberger, Jürgen Adamy
2018	—	`conf`	NightOwls: A Pedestrians at Night Dataset. ACCV (1) Lukás Neumann, Michelle Karg, Shanshan Zhang, Christian Scharfenberger, Eric Piegert, Sarah Mistr, Olga Prokofyeva, Robert Thiel, Andrea Vedaldi, Andrew Zisserman, Bernt Schiele
2018	J	`jnl`	StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. CoRR Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
2017	—	`conf`	Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks. ICCV Workshops M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong
2017	—	`conf`	Saliency-guided region proposal network for CNN based object detection. ITSC Ann-Katrin Fattal, Michelle Karg, Christian Scharfenberger, Jürgen Adamy
2017	J	`jnl`	Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong
2016	—	`conf`	Generic hypothesis generation for small and distant objects. ITSC Ann-Katrin Batzer, Christian Scharfenberger, Michelle Karg, Stefan Lueke, Jürgen Adamy
2016	J	`jnl`	NeRD: A Neural Response Divergence Approach to Visual Saliency Detection. IEEE Signal Process. Lett. Mohammad Javad Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong
2016	J	`jnl`	NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong
2016	—	`conf`	Robust Non-saliency Guided Watermarking. CRV Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi
2016	J	`jnl`	Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi
2016	B	`conf`	Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong
2015	B	`conf`	DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
2015	B	`conf`	DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
2015	—	`conf`	Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection. Intelligent Robots and Computer Vision: Algorithms and Techniques Shahid A. Haider, Christian Scharfenberger, Farnoud Kazemzadeh, Andy Wong, David A. Clausi
2015	J	`jnl`	Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring. CoRR Robert Amelard, Christian Scharfenberger, Farnoud Kazemzadeh, Kaylen J. Pfisterer, Bill S. Lin, Alexander Wong, David A. Clausi
2015	B	`conf`	Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving. ICIP Parthipan Siva, Christian Scharfenberger, Ibrahim Ben Daya, Akshaya Kumar Mishra, Alexander Wong
2015	—	`conf`	Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array. CRV Meng Xi Zhu, Christian Scharfenberger, Alexander Wong, David A. Clausi
2015	—	`conf`	Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider
2015	J	`jnl`	Structure-Guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. IEEE Trans. Image Process. Christian Scharfenberger, Alexander Wong, David A. Clausi
2014	J	`jnl`	Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals. IEEE Trans. Image Process. Dorothy Lui, Christian Scharfenberger, Khalil Fergani, Alexander Wong, David A. Clausi
2014	J	`jnl`	Hybrid structural and texture distinctiveness vector field convolution for region segmentation. Comput. Vis. Image Underst. Khalil Fergani, Dorothy Lui, Christian Scharfenberger, Andy Wong, David A. Clausi
2014	B	`conf`	Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth
2014	J	`jnl`	Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration. J. Field Robotics Arun Das, Michael Diu, Neil Mathew, Christian Scharfenberger, James Servos, Andy Wong, John S. Zelek, David A. Clausi, Steven Lake Waslander
2014	J	`jnl`	Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging From the Visible to the Near-Infrared. IEEE Trans. Instrum. Meas. Farnoud Kazemzadeh, Shahid A. Haider, Christian Scharfenberger, Alexander Wong, David A. Clausi
2014	—	`conf`	Semi-automatic Fisher-Tippett guided active contour for lumbar multifidus muscle segmentation. EMBC Dorothy Lui, Christian Scharfenberger, Diana E. De Carvalho, Jack P. Callaghan, Alexander Wong
2013	—	`conf`	Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features. CRV Christian Scharfenberger, Steven Lake Waslander, John S. Zelek, David A. Clausi
2013	A*	`conf`	Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi
2012	—	`conf`	Anti-trap protection for an intelligent smart car door system. ITSC Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
2012	—	`conf`	Motion stereo-based collision avoidance for an intelligent smart car door system. ITSC Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
2012	—	`conf`	Robust Body-Height Estimation for Applications in Automotive Industry. CRV Christian Scharfenberger, John S. Zelek, David A. Clausi
2012	J	`jnl`	Robust image processing for an omnidirectional camera-based smart car door. ACM Trans. Embed. Comput. Syst. Christian Scharfenberger, Samarjit Chakraborty, Georg Färber
2010	B	`conf`	Driver Body-Height Prediction for an Ergonomically Optimized Ingress Using a Single Omnidirectional Camera. ICPR Christian Scharfenberger, Samarjit Chakraborty, Georg Färber
2009	—	`conf`	Image Rectification - Evaluation of Various Projections for Omnidirectional Vision Sensors using the Pixel Density. VISAPP (1) Christian Scharfenberger, Georg Färber, Florian Boehm
2009	—	`conf`	Robust image processing for an omnidirectional camera-based smart car door. ESTIMedia Christian Scharfenberger, Samarjit Chakraborty, Georg Färber