Marcin Grzegorzek

276 papers A* 2B 26C 26Misc 1Journal 129Unranked 86

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects. Biomed. Signal Process. Control. Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Rafal Doniec, Pawel Kostka, Ewaryst Tkacz, Marcin Grzegorzek
2026	J	`jnl`	DMID-ESD: A Benchmark Darkfield Microscopy Image Dataset for Erythrocytes and Spirochaete Detection and Classification. Biomed. Signal Process. Control. Guotao Lu, Zizhen Fan, Minghe Gao, Jing Chen, Qingtao Meng, Hechen Yang, Hongzan Sun, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
2026	—	`conf`	Deep Learning Framework for Brain Age Prediction Integrating Gray Matter Structure and White Matter Microstructure - MN-FNet. Bildverarbeitung für die Medizin Xinghao Wang, Marco Maass, Yuanheng Zhang, Chen Li, Xinyu Huang, Hongzan Sun, Marcin Grzegorzek
2026	J	`jnl`	Exploring transparency in pathological image analysis: A comprehensive review of explainable artificial intelligence (XAI) techniques. Comput. Sci. Rev. Lingling Yuan, Yutong Gu, Yan Han, Tianming Du, Marcin Grzegorzek, Chen Li
2026	J	`jnl`	Role of prior in human activity recognition: A survey. Eng. Appl. Artif. Intell. Yuanheng Zhang, Artur Piet, Sonja-Dana Roelen, Omair Ali, Jarek Krajewski, Xinyu Huang, Marcin Grzegorzek
2025	J	`jnl`	BladeView: Toward Automatic Wind Turbine Inspection With Unmanned Aerial Vehicle. IEEE Trans Autom. Sci. Eng. Cong Yang, Huan Zhou, Xun Liu, Yan Ke, Bo Gao, Marcin Grzegorzek, Zeyd Boukhers, Tao Chen, John See
2025	—	`conf`	CMDFE: A Robust Few-Shot Learning Framework with Tiny Object Feature Extraction for Environmental Microorganism Image Classification. BIBM Xiangwen Kong, Tao Jiang, Hao Xu, Lingling Yuan, Marcin Grzegorzek, Rui Li, Chen Li
2025	—	`conf`	Deep-learning-based Detection of Food Hypersensitivity from Confocal Laser Endomicroscopy Images of the Gastro-intestinal Tract. HICSS Md. Abid Hasan, Frédéric Li, Vivian V. Tetzlaff-Lelleck, Franziska Schmelter, Greta M. Ahlemann, Lennart Jablonski, Xinyu Huang, Christian Sina, Marcin Grzegorzek
2025	—	`conf`	Distinguishing Drivers with Smart Glasses Data and Deep Neural Network. EUROCON Natalia Piaseczna, Rafal Doniec, Konrad Duraj, Szymon Siecinski, Marek Jedrychowski, Ewaryst Tkacz, Marcin Grzegorzek
2025	J	`jnl`	Encoding human activities using multimodal wearable sensory data. Expert Syst. Appl. Muhammad Hassan Khan, Hadia Shafiq, Muhammad Shahid Farid, Marcin Grzegorzek
2025	J	`jnl`	Evaluation of the linear and nonlinear classifiers for distinguishing between healthy subjects and patients with valvular heart diseases based on electrocardiograms, seismocardiograms, and gyrocardiograms. Comput. Methods Programs Biomed. Szymon Siecinski, Marcin Grzegorzek
2025	—	`conf`	FFE-FRCN: A Frequency Feature Enhanced Few-Shot Learning Approach for Object Detection in Microscopic Images. BIBM Jianbo Zhu, Tao Jiang, Marcin Grzegorzek, Chen Li
2025	B	`conf`	KTD-Net: A Synergistic Diffusion Framework with Gated Knowledge-Transfer Transformer for Abdominal Multi-Organ Segmentation in CT Images. IEEE Big Data Kang Fu, Tao Jiang, Lingling Yuan, Jinkui Li, Xueyan Bai, Ruiheng Li, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	MEMI-DS: A Benchmark Melasma Image Dataset for Image Segmentation. ADMA (2) Zhenwei Zhai, Chen Li, Zihao Wang, Marcin Grzegorzek, Lin Xu, Linshuai Zhang, Yujie Zhang, Pengfei Zeng, Ji Yin, Jing Guo, Tao Sun, Tao Jiang
2025	B	`conf`	Met-Diff: A Diffusion Model-Based with Multi-Organ Segmentation in Abdominal CT of Metabolic Syndrome Patients. IEEE Big Data Jinkui Li, Tao Jiang, Kang Fu, Ruiheng Li, Xueyan Bai, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	Met-FSNet: Few-Shot Multi-Target Segmentation in Metabolic Syndrome CT Scans. BIBM Xiangyu Meng, Tao Jiang, Tianming Du, Zihao Wang, Shuai Ye, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	Mitigating Class Imbalance in Colorectal Histopathological Image Classification Using Data Synthesis and Adaptive Loss. BIBM Lingling Yuan, Hao Xu, Hongzan Sun, Xiaoyan Li, Xueyan Bai, Marcin Grzegorzek, Chen Li
2025	—	`conf`	Small-Sample Cervical Cancer Nest Classification Via Explainable Dense Feature Extraction in Euclidean Space. BIBM Yuzhou Wang, Tao Jiang, Marcin Grzegorzek, Xiaoyan Li, Chen Li
2025	—	`conf`	Super-Resolution Reconstruction of Low-Resolution Sensor-Based Abdominal Infrared Images for Auxiliary Diagnosis of Metabolic Syndrome. BIBM Zihao Wang, Naibo Zhang, Tianming Du, Tao Jiang, Marcin Grzegorzek, Hongzan Sun, Chen Li
2025	—	`conf`	TGMT-FSL: Text-Guided Multi-task Framework for Few-Shot Learning of Histopathological Image Analysis. ADMA (2) Rui Li, Tao Jiang, Hao Xu, Marcin Grzegorzek, Xiaoyan Li, Chen Li
2025	J	`jnl`	eVAS: A user-friendly electronic Visual Analogue Scale. J. Open Source Softw. Philip Gouverneur, Frédéric Li, Luisa Luebke, Tibor M. Szikszay, Sonja-Dana Roelen, Jarek Krajewski, Kerstin Luedtke, Marcin Grzegorzek
2024	—	`conf`	A Force Control Method of Medical Robot Based on Impedance Control. ROBIO Zhihang Yuan, Linshuai Zhang, Tao Jiang, Shuoxin Gu, Lin Xu, Yujie Zhang, Peng Zeng, Marcin Grzegorzek
2024	—	`conf`	A GAN-Based Data Augmentation Method for Mitigating Class Imbalance Problem in Histopathological Image Classification. BIBM Lingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Chen Li, Yutong Gu, Tao Jiang, Marcin Grzegorzek, Xiaoyan Li
2024	—	`conf`	A Novel Non-contrast CT Analysis based Method for Segmenting Epicardial Fat and Exploring the Correlation between Epicardial Fat and Cardiac Function. BIBM Tianming Du, Tao Jiang, Marcin Grzegorzek, Ning Xu, Hongzan Sun, Chen Li
2024	J	`jnl`	A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. Sensors Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafal Doniec, Muhammad Shahid Farid, Marcin Grzegorzek
2024	J	`jnl`	A state-of-the-art survey of U-Net in microscopic image analysis: from simple usage to structure mortification. Neural Comput. Appl. Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Yudong Yao, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2024	J	`jnl`	AATCT-IDS: A benchmark Abdominal Adipose Tissue CT Image Dataset for image denoising, semantic segmentation, and radiomics evaluation. Comput. Biol. Medicine Zhiyu Ma, Chen Li, Tianming Du, Le Zhang, Dechao Tang, Deguo Ma, Shanchuan Huang, Yan Liu, Yihao Sun, Zhihao Chen, Jin Yuan, Qianqing Nie, Marcin Grzegorzek, Hongzan Sun
2024	—	`conf`	ACTIVE: A Deep Network for Sperm and Impurity Detection in Microscopic Videos. BIBM Ao Chen, Feng-Lei Fan, Jinghua Zhang, Md Mamunur Rahaman, Rui Li, Tao Jiang, Tieyong Zeng, Marcin Grzegorzek, Chen Li
2024	C	`conf`	Advancing Smartphone-based Indoor Positioning through Particle Distribution Optimization. FUSION Toni Fetzer, Markus Bullmann, Steffen Kastner, Frank Deinzer, Marcin Grzegorzek
2024	—	`conf`	An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. ADMA (4) Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li
2024	B	`conf`	An Infrared and Visible Image based Low-cost Tool for Metabolic Syndrome Monitoring. IEEE Big Data Zihao Wang, Zhengwei Zhai, Tianming Du, Shuai Ye, Tao Jiang, Marcin Grzegorzek, Hongzan Sun, Chen Li
2024	—	`conf`	CH-DDPMs: A Conjugate and Hybrid Diffusion Model for Low-Dose Fat CT Image Segmentation. BIBM Zhihao Chen, Tianming Du, Yihao Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek, Hongzan Sun, Chen Li
2024	—	`conf`	Doshisha University, Universität zu Lübeck and German Research Center for Artificial Intelligence at TRECVID 2024: QFISC Task. TREC Zihao Chen, Falco Lentzsch, Nele Sophie Brügge, Frédéric Li, Miho Ohsaki, Heinz Handels, Marcin Grzegorzek, Kimiaki Shirahama
2024	J	`jnl`	ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. Comput. Biol. Medicine Dechao Tang, Chen Li, Tianming Du, Huiyan Jiang, Deguo Ma, Zhiyu Ma, Marcin Grzegorzek, Tao Jiang, Hongzan Sun
2024	B	`conf`	FSL-DSC: A Hybrid Pap Smear Cervical Cancer Image Classification Framework Using Few-shot Learning with Depthwise Separable Convolutions. IEEE Big Data Jin Yuan, Xiangchen Wu, Changzhong Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
2024	—	`conf`	MOLMVO-Rényi: An Effective Segmentation Scheme for Prostate Cancer Pathology Images. BIBM Yan Han, Lingling Yuan, Hongzan Sun, Marcin Grzegorzek, Tao Jiang, Chen Li, Huiling Chen
2024	—	`conf`	MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image Classification. ADMA (4) Lingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Xiaoyan Li, Marcin Grzegorzek, Ning Xu, Chen Li
2024	J	`jnl`	Machine Learning-Based Gesture Recognition Glove: Design and Implementation. Sensors Anna Filipowska, Wojciech Filipowski, Pawel Raif, Marcin Pieniazek, Julia Bodak, Piotr Ferst, Kamil Pilarski, Szymon Siecinski, Rafal Doniec, Julia Mieszczanin, Emilia Skwarek, Katarzyna Bryzik, Maciej Henkel, Marcin Grzegorzek
2024	J	`jnl`	PHE-SICH-CT-IDS: A benchmark CT image dataset for evaluation semantic segmentation, object detection and radiomic feature extraction of perihematomal edema in spontaneous intracerebral hemorrhage. Comput. Biol. Medicine Deguo Ma, Chen Li, Tianming Du, Lin Qiao, Dechao Tang, Zhiyu Ma, Liyu Shi, Guotao Lu, Qingtao Meng, Zhihao Chen, Marcin Grzegorzek, Hongzan Sun
2024	B	`conf`	PRS-Net: A Few-shot Network for Perirenal Fat and Renal Parenchyma Semantic Segmentation. IEEE Big Data Xiangyu Meng, Tianming Du, Zihao Wang, Shuai Ye, Shuaiyi Tian, Kunyang Teng, Marcin Grzegorzek, Tao Jiang, Hongzan Sun, Chen Li
2024	—	`conf`	RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT Images. ADMA (4) Yihao Sun, Tianming Du, Hongzan Sun, Jian Xu, Md Mamunur Rahaman, Xinghao Wang, Xinyu Huang, Tao Jiang, Marcin Grzegorzek, Ning Xu, Chen Li
2024	—	`conf`	RPE-Diff: A Relative Position Encoding Diffusion Model for Perirenal Fat Segmentation in Metabolic Syndrome. ADMA (4) Shuai Ye, Tianming Du, Frank Kulwa, Xiangyu Meng, Md Mamunur Rahaman, Marcin Grzegorzek, Ning Xu, Tao Jiang, Hongzan Sun, Chen Li
2024	C	`conf`	Refinement of Sparsely Tagged Ground Truth Paths Using PDR and Particle Filter Smoothing. IPIN Steffen Kastner, Markus Bullmann, Markus Ebner, Toni Fetzer, Frank Deinzer, Marcin Grzegorzek
2024	J	`jnl`	Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks. Int. J. Comput. Vis. Cong Yang, Bipin Indurkhya, John See, Bo Gao, Yan Ke, Zeyd Boukhers, Zhenyu Yang, Marcin Grzegorzek
2024	J	`jnl`	What can machine vision do for lymphatic histopathology image analysis: a comprehensive review. Artif. Intell. Rev. Haoyuan Chen, Xiaoqi Li, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
2023	B	`conf`	A Location-Independent Flood Prediction Model for Bangladesh's Rivers. ICTAI Md. Abid Hasan, Nirjhor Tahmidur Rouf, Md Sajid Hossain, Lamia Binta Latif, Anika Tasnim, Marcin Grzegorzek
2023	J	`jnl`	A comprehensive study on codebook-based feature fusion for gait recognition. Inf. Fusion Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2023	J	`jnl`	A comprehensive survey of intestine histopathological image analysis using machine vision approaches. Comput. Biol. Medicine Yujie Jing, Chen Li, Tianming Du, Tao Jiang, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers. Comput. Biol. Medicine Weiming Hu, Xintong Li, Chen Li, Rui Li, Tao Jiang, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Xiaoyan Li
2023	J	`jnl`	A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches. Artif. Intell. Rev. Pingli Ma, Chen Li, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek
2023	J	`jnl`	AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation. CoRR Zhiyu Ma, Chen Li, Tianming Du, Le Zhang, Dechao Tang, Deguo Ma, Shanchuan Huang, Yan Liu, Yihao Sun, Zhihao Chen, Jin Yuan, Qianqing Nie, Marcin Grzegorzek, Hongzan Sun
2023	J	`jnl`	ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos. CoRR Ao Chen, Jinghua Zhang, Md Mamunur Rahaman, Hongzan Sun, Tieyong Zeng, Marcin Grzegorzek, Feng-Lei Fan, Chen Li
2023	J	`jnl`	Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer. Artif. Intell. Rev. Jinghua Zhang, Chen Li, Yimin Yin, Jiawei Zhang, Marcin Grzegorzek
2023	—	`conf`	Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction. iWOAR Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst Tkacz, Marcin Grzegorzek
2023	J	`jnl`	CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer. Comput. Biol. Medicine Zizhen Fan, Xiangchen Wu, Changzhong Li, Haoyuan Chen, Wanli Liu, Yuchao Zheng, Jing Chen, Xiaoyan Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
2023	B	`conf`	Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches. IEEE Big Data Shanchuan Huang, Hongwei Lei, Liuhan Jin, Jinzhu Yang, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	Doing More With Moiré Pattern Detection in Digital Photos. IEEE Trans. Image Process. Cong Yang, Zhenyu Yang, Yan Ke, Tao Chen, Marcin Grzegorzek, John See
2023	B	`conf`	ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection. IEEE Big Data Hechen Yang, Jinzhu Yang, Tao Jiang, Xin Zhao, Jinghua Zhang, Peng Zhao, Ao Chen, Qianqing Nie, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	ECPC-IDS: A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. CoRR Dechao Tang, Xuanyi Li, Tianming Du, Deguo Ma, Zhiyu Ma, Hongzan Sun, Marcin Grzegorzek, Huiyan Jiang, Chen Li
2023	—	`conf`	Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses. iWOAR Gabriela Ciortuz, Marcin Grzegorzek, Sebastian J. F. Fudickar
2023	J	`jnl`	Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
2023	—	`conf`	Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek
2023	—	`conf`	LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and Dropconnect. ADMA (5) Mingshi Li, Shuyao You, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li
2023	B	`conf`	Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma. IEEE Big Data Tianming Du, Chen Li, Tao Jiang, Jinzhu Yang, Marcin Grzegorzek, Hongzan Sun
2023	J	`jnl`	OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation. Comput. Biol. Medicine Qianqing Nie, Chen Li, Jinzhu Yang, Yudong Yao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Ao Chen, Haoyuan Chen, Weiming Hu, Rui Li, Jiawei Zhang, Danning Wang
2023	J	`jnl`	Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study. Sensors Luisa Luebke, Philip Gouverneur, Tibor M. Szikszay, Waclaw M. Adamczyk, Kerstin Luedtke, Marcin Grzegorzek
2023	J	`jnl`	Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. Comput. Biol. Medicine Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, Artur Piet, Muhammad Adeel Nisar, Christian Sina, Marcin Grzegorzek
2023	—	`conf`	PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection. ADMA (5) Shuyao You, Mingshi Li, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li
2023	J	`jnl`	PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage. CoRR Deguo Ma, Chen Li, Lin Qiao, Tianming Du, Dechao Tang, Zhiyu Ma, Marcin Grzegorzek, Hongzan Sun
2023	B	`conf`	Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model. IEEE Big Data Minghe Gao, Chen Li, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
2023	—	`ed.`	Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, iWOAR 2023, Lübeck, Germany, September 21-22, 2023 iWOAR Denys J. C. Matthies, Marcin Grzegorzek, Arjan Kuijper, Heike Leutheuser
2023	—	`conf`	Publicly available signal databases containing seismocardiographic signals - the state in early 2023. EMBC Szymon Siecinski, Ewaryst J. Tkacz, Marcin Grzegorzek
2023	C	`conf`	SIMUL: Synchronized IMU Dataset of Walking People at Six Body Locations. IPIN Steffen Kastner, Markus Ebner, Markus Bullmann, Toni Fetzer, Frank Deinzer, Marcin Grzegorzek
2023	J	`jnl`	Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features. Biomed. Signal Process. Control. Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
2023	J	`jnl`	Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
2023	—	`conf`	Sensor-Based Detection of Food Hypersensitivity Using Machine Learning. iWOAR Lennart Jablonski, Torge Jensen, Greta M. Ahlemann, Xinyu Huang, Vivian V. Tetzlaff-Lelleck, Artur Piet, Franziska Schmelter, Valerie S. Dinkler, Christian Sina, Marcin Grzegorzek
2023	J	`jnl`	Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks. CoRR Cong Yang, Bipin Indurkhya, John See, Bo Gao, Yan Ke, Zeyd Boukhers, Zhenyu Yang, Marcin Grzegorzek
2023	J	`jnl`	Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
2023	—	`conf`	Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population. EMBC Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst J. Tkacz, Pawel S. Kostka, Marcin Grzegorzek
2023	—	`conf`	TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic Videos. ISBI Jiawei Zhang, Shuojia Zou, Chen Li, Yudong Yao, Md Mamunur Rahaman, Wei Qian, Hongzan Sun, Marcin Grzegorzek, Guojun Wang
2023	J	`jnl`	Using Barometer for Floor Assignation within Statistical Indoor Localization. Sensors Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
2023	J	`jnl`	Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek
2023	—	`conf`	WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living. iWOAR Robert Schumann, Frédéric Li, Marcin Grzegorzek
2022	J	`jnl`	A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer. CoRR Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li
2022	J	`jnl`	A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements. CoRR Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafal Doniec, Marcin Grzegorzek, Roland Wismüller
2022	J	`jnl`	A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification. CoRR Jian Wu, Wanli Liu, Chen Li, Tao Jiang, Islam Mohammad Shariful, Hongzan Sun, Xiaoqi Li, Xintong Li, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis. CoRR Wenwei Zhao, Pingli Ma, Chen Li, Xiaoning Bu, Shuojia Zou, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches. Artif. Intell. Rev. Xintong Li, Chen Li, Md Mamunur Rahaman, Hongzan Sun, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2022	J	`jnl`	A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches. Artif. Intell. Rev. Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek
2022	J	`jnl`	An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images. CoRR Jiawei Zhang, Ning Xu, Chen Li, Md Mamunur Rahaman, Yu-Dong Yao, Yu-Hao Lin, Jinghua Zhang, Tao Jiang, Wenjun Qin, Marcin Grzegorzek
2022	J	`jnl`	Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. CoRR Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. CoRR Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	A*	`conf`	BlumNet: Graph Component Detection for Object Skeleton Extraction. ACM Multimedia Yulu Zhang, Liang Sang, Marcin Grzegorzek, John See, Cong Yang
2022	J	`jnl`	CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron. CoRR Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	J	`jnl`	CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron. Pattern Recognit. Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	—	`conf`	Classifying Changes in Motion Behaviour Due to a Hospital Stay Using Floor Sensor Data - A Single Case Study. ITIB Laura Liebenow, Jasmin Walter, Raoul Hoffmann, Axel Steinhage, Marcin Grzegorzek
2022	J	`jnl`	Correction: Hoffmann et al. Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors 2021, 21, 1086. Sensors Raoul Hoffmann, Hanna Brodowski, Axel Steinhage, Marcin Grzegorzek
2022	—	`conf`	DVT: Application of Deep Visual Transformer in Cervical Cell Image Classification. ITIB Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Marcin Grzegorzek
2022	C	`conf`	Data Driven Sensor Model for Wi-Fi Fine Timing Measurement. IPIN Markus Bullmann, Toni Fetzer, Markus Ebner, Steffen Kastner, Frank Deinzer, Marcin Grzegorzek
2022	J	`jnl`	EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks. CoRR Liyu Shi, Xiaoyan Li, Weiming Hu, Haoyuan Chen, Jing Chen, Zizhen Fan, Minghe Gao, Yujie Jing, Guotao Lu, Deguo Ma, Zhiyu Ma, Qingtao Meng, Dechao Tang, Hongzan Sun, Marcin Grzegorzek, Shouliang Qi, Yueyang Teng, Chen Li
2022	J	`jnl`	EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation. CoRR Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. Pattern Recognit. Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek
2022	J	`jnl`	GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer. Comput. Biol. Medicine Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
2022	—	`conf`	Image Classification in Breast Histopathology Using Transfer and Ensemble Learning. ITIB Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Haiqing Zhang, Yixin Li, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers. Comput. Biol. Medicine Wanli Liu, Chen Li, Md Mamunur Rahaman, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2022	—	`conf`	Magnetic Signature Sensor Model for Accurate Short-Distance Localization. IEEE SENSORS Steffen Kastner, Markus Ebner, Markus Bullmann, Toni Fetzer, Frank Deinzer, Marcin Grzegorzek
2022	C	`conf`	PIPF: Proposal-Interpolating Particle Filter. IPIN Markus Ebner, Toni Fetzer, Markus Bullmann, Steffen Kastner, Frank Deinzer, Marcin Grzegorzek
2022	—	`conf`	PIS-Net: A Novel Pixel Interval Sampling Network for Dense Microorganism Counting in Microscopic Images. ITIB Jiawei Zhang, Chen Li, Hongzan Sun, Marcin Grzegorzek
2022	J	`jnl`	Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features. CoRR Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
2022	J	`jnl`	SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
2022	J	`jnl`	TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos. CoRR Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2022	J	`jnl`	TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos. Comput. Biol. Medicine Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek
2022	—	`conf`	Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar
2022	J	`jnl`	What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review. CoRR Xiaoqi Li, Haoyuan Chen, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Xiaoyan Li, Hongzan Sun, Marcin Grzegorzek
2021	J	`jnl`	A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data. Sensors Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar, Muhammad Shahid Farid, Marcin Grzegorzek
2021	J	`jnl`	A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer. CoRR Ao Chen, Chen Li, Haoyuan Chen, Hechen Yang, Peng Zhao, Weiming Hu, Wanli Liu, Shuojia Zou, Marcin Grzegorzek
2021	J	`jnl`	A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers. CoRR Hechen Yang, Chen Li, Peng Zhao, Ao Chen, Xin Zhao, Marcin Grzegorzek
2021	J	`jnl`	A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers. CoRR Peng Zhao, Chen Li, Md Mamunur Rahaman, Hechen Yang, Tao Jiang, Marcin Grzegorzek
2021	J	`jnl`	A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches. CoRR Chen Li, Xintong Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Hong Zhang, Yong Zhang, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2021	J	`jnl`	A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer. CoRR Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek
2021	J	`jnl`	A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis. CoRR Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek
2021	J	`jnl`	A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis: from Popular Convolutional Neural Networks to Potential Visual Transformers. CoRR Chen Li, Xintong Li, Xiaoyan Li, Md Mamunur Rahaman, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek
2021	J	`jnl`	A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers. CoRR Chen Li, Pingli Ma, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek
2021	J	`jnl`	Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer. CoRR Jinghua Zhang, Chen Li, Marcin Grzegorzek
2021	J	`jnl`	Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors Philip Gouverneur, Frédéric Li, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
2021	J	`jnl`	Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings. CoRR Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama
2021	J	`jnl`	Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors Raoul Hoffmann, Hanna Brodowski, Axel Steinhage, Marcin Grzegorzek
2021	J	`jnl`	EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation. CoRR Peng Zhao, Chen Li, Md Mamunur Rahaman, Hao Xu, Pingli Ma, Hechen Yang, Hongzan Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek
2021	J	`jnl`	EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation. CoRR Hechen Yang, Chen Li, Xin Zhao, Bencheng Cai, Jiawei Zhang, Pingli Ma, Peng Zhao, Ao Chen, Tao Jiang, Hongzan Sun, Yueyang Teng, Shouliang Qi, Xinyu Huang, Marcin Grzegorzek
2021	J	`jnl`	Exploiting Superpixels for Multi-Focus Image Fusion. Entropy Areeba Ilyas, Muhammad Shahid Farid, Muhammad Hassan Khan, Marcin Grzegorzek
2021	J	`jnl`	GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification. CoRR Haoyuan Chen, Chen Li, Xiaoyan Li, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek
2021	J	`jnl`	Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers. CoRR Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek
2021	J	`jnl`	LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation. Pattern Recognit. Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li, Hong Li
2021	J	`jnl`	Towards Automatic Skeleton Extraction With Skeleton Grafting. IEEE Trans. Vis. Comput. Graph. Cong Yang, Bipin Indurkhya, John See, Marcin Grzegorzek
2021	J	`jnl`	Vision-based approaches towards person identification using gait. Comput. Sci. Rev. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2020	J	`jnl`	A non-linear view transformations model for cross-view gait recognition. Neurocomputing Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2020	J	`jnl`	AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek
2020	J	`jnl`	Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios. Sensors Markus Bullmann, Toni Fetzer, Frank Ebner, Markus Ebner, Frank Deinzer, Marcin Grzegorzek
2020	J	`jnl`	Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure. Sensors Muhammad Hassan Khan, Martin Zöller, Muhammad Shahid Farid, Marcin Grzegorzek
2020	J	`jnl`	Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand. Sensors Markus Ebner, Toni Fetzer, Markus Bullmann, Frank Deinzer, Marcin Grzegorzek
2020	J	`jnl`	Short-term load forecasting with discrete state Hidden Markov Models. J. Intell. Fuzzy Syst. Sylwia Henselmeyer, Marcin Grzegorzek
2020	J	`jnl`	Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine Xinyu Huang, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2019	J	`jnl`	A generic codebook based approach for gait recognition. Multim. Tools Appl. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2019	J	`jnl`	A polar model for fast object tracking in 360-degree camera images. Multim. Tools Appl. Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama, Marcin Grzegorzek
2019	J	`jnl`	Automatic Detection of the Cracks on the Concrete Railway Sleepers. Int. J. Pattern Recognit. Artif. Intell. Seyed Amir Hossein Tabatabaei, Ahmad Delforouzi, Muhammad Hassan Khan, Tim Wesener, Marcin Grzegorzek
2019	—	`conf`	Deep Learning for Object Tracking in 360 Degree Videos. CORES Ahmad Delforouzi, David Holighaus, Marcin Grzegorzek
2019	—	`conf`	Electromyography Based Translator of the Polish Sign Language. ITIB Noemi Kowalewska, Przemyslaw Lagodzinski, Marcin Grzegorzek
2019	—	`conf`	Electrooculography Application in Vision Therapy Using Smart Glasses. ITIB Maja Trzepacz, Przemyslaw Lagodzinski, Marcin Grzegorzek
2019	—	`conf`	Feature Extraction and Classification of Sensor Signals in Cars Based on a Modified Codebook Approach. CORES Hawzhin Hozhabr Pour, Lukas Wegmeth, Alexander Kordes, Marcin Grzegorzek, Roland Wismüller
2019	J	`jnl`	Labeling of partially occluded regions via the multi-layer CRF. Multim. Tools Appl. Sergey Kosov, Kimiaki Shirahama, Marcin Grzegorzek
2019	J	`jnl`	Spatiotemporal features of human motion for gait recognition. Signal Image Video Process. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2018	J	`jnl`	A computer vision-based system for monitoring Vojta therapy. Int. J. Medical Informatics Muhammad Hassan Khan, Julien Helsper, Muhammad Shahid Farid, Marcin Grzegorzek
2018	J	`jnl`	A general framework for sensor-based human activity recognition. Comput. Biol. Medicine Lukas Köping, Kimiaki Shirahama, Marcin Grzegorzek
2018	C	`conf`	Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning. BIBE Armin Grünewald, David Kroenert, Jonas Poehler, Rainer Brück, Frédéric Li, Julian Littau, Katrin Schnieber, Artur Piet, Marcin Grzegorzek, Henrik Kampling, Björn Niehaves
2018	J	`jnl`	Codebook-based electrooculography data analysis towards cognitive activity recognition. Comput. Biol. Medicine Przemyslaw Lagodzinski, Kimiaki Shirahama, Marcin Grzegorzek
2018	J	`jnl`	Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek
2018	B	`conf`	Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features. ICIP Muhammad Hassan Khan, Muhammad Shahid Farid, Maryiam Zahoor, Marcin Grzegorzek
2018	J	`jnl`	Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model. Sensors Muhammad Hassan Khan, Manuel Schneider, Muhammad Shahid Farid, Marcin Grzegorzek
2018	J	`jnl`	Environmental microorganism classification using conditional random fields and deep convolutional neural networks. Pattern Recognit. Sergey Kosov, Kimiaki Shirahama, Chen Li, Marcin Grzegorzek
2018	J	`jnl`	Example-Based 3D Trajectory Extraction of Objects From 2D Videos. IEEE Trans. Circuits Syst. Video Technol. Zeyd Boukhers, Kimiaki Shirahama, Marcin Grzegorzek
2018	C	`conf`	Fast Kernel Density Estimation Using Gaussian Filter Approximation. FUSION Markus Bullmann, Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
2018	J	`jnl`	Less restrictive camera odometry estimation from monocular camera. Multim. Tools Appl. Zeyd Boukhers, Kimiaki Shirahama, Marcin Grzegorzek
2018	J	`jnl`	Representation and Matching of Team Managers: An Experimental Research. IEEE Trans. Comput. Soc. Syst. Cong Yang, Olaf Flak, Marcin Grzegorzek
2018	—	`conf`	Sensor Headband for Emotion Recognition in a Virtual Reality Environment. ITIB David Krönert, Armin Grünewald, Frédéric Li, Marcin Grzegorzek, Rainer Brück
2018	J	`jnl`	Smartphone-Based Indoor Localization within a 13th Century Historic Building. Sensors Toni Fetzer, Frank Ebner, Markus Bullmann, Frank Deinzer, Marcin Grzegorzek
2018	J	`jnl`	Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking. Sensors Ahmad Delforouzi, Bhargav Pamarthi, Marcin Grzegorzek
2018	J	`jnl`	Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance. Comput. Biol. Medicine Marcin Grzegorzek, Arkadiusz Gertych, Georg Aumayr, Ewa Pietka
2018	—	`conf`	Using a generic model for codebook-based gait recognition algorithms. IWBF Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2017	—	`conf`	A Vision-Based Method for Automatic Crack Detection in Railway Sleepers. CORES Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Muhammad Hassan Khan, Marcin Grzegorzek
2017	C	`conf`	Action Sequence Matching of Team Managers. ICPRAM Olaf Flak, Cong Yang, Marcin Grzegorzek
2017	A*	`conf`	Augmenting Cognitive Processes and Behavior of Intelligent Virtual Agents by Modeling Synthetic Perception. ACM Multimedia (Thematic Workshops) Sven Seele, Tobias Haubrich, Jonas Schild, Rainer Herpers, Marcin Grzegorzek
2017	—	`conf`	Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature. ICAISC (1) Joanna Jaworek-Korjakowska, Pawel Kleczek, Marcin Grzegorzek, Kimiaki Shirahama
2017	—	`conf`	Classification of Physiological Data for Emotion Recognition. ICAISC (1) Philip Gouverneur, Joanna Jaworek-Korjakowska, Lukas Köping, Kimiaki Shirahama, Pawel Kleczek, Marcin Grzegorzek
2017	J	`jnl`	Evaluating contour segment descriptors. Mach. Vis. Appl. Cong Yang, Oliver Tiebe, Kimiaki Shirahama, Ewa Lukasik, Marcin Grzegorzek
2017	—	`conf`	Gait Recognition Using Motion Trajectory Analysis. CORES Muhammad Hassan Khan, Frédéric Li, Muhammad Shahid Farid, Marcin Grzegorzek
2017	B	`conf`	Integration of Multi-modal Cues in Synthetic Attention Processes to Drive Virtual Agent Behavior. IVA Sven Seele, Tobias Haubrich, Tim Metzler, Jonas Schild, Rainer Herpers, Marcin Grzegorzek
2017	—	`conf`	Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task. TRECVID Zhenying He, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
2017	J	`jnl`	On Wi-Fi Model Optimizations for Smartphone-Based Indoor Localization. ISPRS Int. J. Geo Inf. Frank Ebner, Toni Fetzer, Frank Deinzer, Marcin Grzegorzek
2017	B	`conf`	Person identification using spatiotemporal motion characteristics. ICIP Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek
2017	C	`conf`	Real-Time Gesture Recognition using a Particle Filtering Approach. ICPRAM Frédéric Li, Lukas Köping, Sebastian Schmitz, Marcin Grzegorzek
2017	C	`conf`	Recovering from sample impoverishment in context of indoor localisation. IPIN Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
2017	C	`conf`	Robust and Fast Object Tracking for Challenging 360-degree Videos. ISM Ahmad Delforouzi, Marcin Grzegorzek
2017	J	`jnl`	Vojta-Therapy: A Vision-Based Framework to Recognize the Movement Patterns. Int. J. Softw. Innov. Muhammad Hassan Khan, Marcin Grzegorzek
2016	C	`conf`	An automatic vision-based monitoring system for accurate Vojta-therapy. ICIS Muhammad Hassan Khan, Julien Helsper, Cong Yang, Marcin Grzegorzek
2016	B	`conf`	Automatic recognition of movement patterns in the vojta-therapy using RGB-D data. ICIP Muhammad Hassan Khan, Julien Helsper, Zeyd Boukhers, Marcin Grzegorzek
2016	—	`conf`	Codebook approach for sensor-based human activity recognition. UbiComp Adjunct Kimiaki Shirahama, Lukas Köping, Marcin Grzegorzek
2016	—	`conf`	Convoy Detection in Crowded Surveillance Videos. HBU Zeyd Boukhers, Yicong Wang, Kimiaki Shirahama, Kuniaki Uehara, Marcin Grzegorzek
2016	—	`conf`	Emotion Recognition Based on Physiological Sensor Data Using Codebook Approach. ITIB (2) Kimiaki Shirahama, Marcin Grzegorzek
2016	J	`jnl`	Environmental microbiology aided by content-based image analysis. Pattern Anal. Appl. Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
2016	B	`conf`	Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation. ICIP Yan Ling Zou, Chen Li, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
2016	—	`conf`	Human Activity Recognition Using Smartphone Sensors. ITIB (2) Marcin D. Bugdol, Andrzej W. Mitas, Marcin Grzegorzek, Robert Meyer, Christoph Wilhelm
2016	J	`jnl`	Improving object classification robustness in RGB-D using adaptive SVMs. Multim. Tools Appl. Jorge René Nuricumbo, Haider Ali, Zoltan-Csaba Marton, Marcin Grzegorzek
2016	—	`conf`	Investigations on skeleton completeness for skeleton-based shape matching. SPA Cong Yang, Oliver Tiebe, Marcin Grzegorzek, Bipin Indurkhya
2016	—	`conf`	Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task. TRECVID Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
2016	—	`conf`	Medical Data Understanding. ISD Marcin Grzegorzek
2016	C	`conf`	Multiple human detection in depth images. MMSP Muhammad Hassan Khan, Kimiaki Shirahama, Muhammad Shahid Farid, Marcin Grzegorzek
2016	J	`jnl`	Object matching with hierarchical skeletons. Pattern Recognit. Cong Yang, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
2016	C	`conf`	On Monte Carlo smoothing in multi sensor indoor localisation. IPIN Toni Fetzer, Frank Ebner, Frank Deinzer, Lukas Köping, Marcin Grzegorzek
2016	C	`conf`	On prior navigation knowledge in multi sensor indoor localisation. FUSION Frank Ebner, Toni Fetzer, Frank Deinzer, Marcin Grzegorzek
2016	C	`conf`	Polar Object Tracking in 360-Degree Camera Images. ISM Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama, Marcin Grzegorzek
2016	J	`jnl`	Shape-based object matching using interesting points and high-order graphs. Pattern Recognit. Lett. Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
2016	B	`conf`	Stem cell microscopic image segmentation using supervised normalized cuts. ICIP Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, Oliver Deussen
2016	J	`jnl`	Towards large-scale multimedia retrieval enriched by knowledge about human interpretation - Retrospective survey. Multim. Tools Appl. Kimiaki Shirahama, Marcin Grzegorzek
2016	B	`conf`	Unknown object tracking in 360-degree camera images. ICPR Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama, Marcin Grzegorzek
2015	Misc	`conf`	Enhanced surface normal computation by exploiting RGB-D sensory information. MVA Jens Hedrich, Dietrich Paulus, Francois Genois, Marcin Grzegorzek
2015	—	`conf`	Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram. CORES Yan Ling Zou, Chen Li, Zeyd Boukhers, Kimiaki Shirahama, Tao Jiang, Marcin Grzegorzek
2015	—	`conf`	Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning. EMR@ICMR Chen Li, Kimiaki Shirahama, Marcin Grzegorzek
2015	B	`conf`	Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. ICMR Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2015	J	`jnl`	Human-Machine Cooperation in Large-Scale Multimedia Retrieval: A Survey. J. Probl. Solving Kimiaki Shirahama, Marcin Grzegorzek, Bipin Indurkhya
2015	C	`conf`	Improving indoor localization by user feedback. FUSION Lukas Köping, Marcin Grzegorzek, Frank Deinzer, Szymon Bobek, Mateusz Slazynski, Grzegorz J. Nalepa
2015	J	`jnl`	Interactive tracking of insect posture. Pattern Recognit. Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof, Oliver Deussen
2015	C	`conf`	Multi sensor 3D indoor localisation. IPIN Frank Ebner, Toni Fetzer, Frank Deinzer, Lukas Köping, Marcin Grzegorzek
2015	J	`jnl`	Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography. Comput. Medical Imaging Graph. Imad Zyout, Joanna Czajkowska, Marcin Grzegorzek
2015	C	`conf`	Object detection and depth estimation for 3D trajectory extraction. CBMI Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek
2015	—	`conf`	Representing the evolving temporal envelope of musical instruments sounds using Computer Vision methods. SPA Cong Yang, Marcin Grzegorzek, Ewa Lukasik
2015	—	`conf`	Shape-Based Eye Blinking Detection and Analysis. CORES Zeyd Boukhers, Tomasz Jarzynski, Florian Schmidt, Oliver Tiebe, Marcin Grzegorzek
2015	B	`conf`	Shape-based Object Matching Using Point Context. ICMR Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
2015	—	`conf`	Shape-based Object Retrieval and Classification with Supervised Optimisation. ICPRAM (1) Cong Yang, Oliver Tiebe, Pit Pietsch, Christian Feinen, Udo Kelter, Marcin Grzegorzek
2015	J	`jnl`	Skeleton Graph Matching vs. Maximum Weight Cliques aorta registration techniques. Comput. Medical Imaging Graph. Joanna Czajkowska, Christian Feinen, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
2015	—	`conf`	Skeleton-based audio envelope shape analysis. ACPR Cong Yang, Oliver Tiebe, Marcin Grzegorzek, Ewa Lukasik
2015	—	`conf`	University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks. TRECVID Kimiaki Shirahama, Takashi Shinozaki, Yasuyuki Matsumoto, Marcin Grzegorzek, Kuniaki Uehara
2015	—	`ch.`	Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory. Multimedia Data Mining and Analytics Kimiaki Shirahama, Kenji Kumabuchi, Marcin Grzegorzek, Kuniaki Uehara
2015	J	`jnl`	Weakly supervised detection of video events using hidden conditional random fields. Int. J. Multim. Inf. Retr. Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
2014	B	`conf`	3D object retrieval by 3D curve matching. ICIP Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Longin Jan Latecki
2014	B	`conf`	Multimedia Event Detection Using Hidden Conditional Random Fields. ICMR Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
2014	—	`conf`	Object Similarity by Humans and Machines. AAAI Fall Symposia Cong Yang, Marcin Grzegorzek
2014	C	`conf`	Robust self-localization using Wi-Fi, step/turn-detection and recursive density estimation. IPIN Frank Ebner, Frank Deinzer, Lukas Köping, Marcin Grzegorzek
2014	—	`conf`	Shape Matching Using Point Context and Contour Segments. ACCV (4) Christian Feinen, Cong Yang, Oliver Tiebe, Marcin Grzegorzek
2014	B	`conf`	Shape-Based Classification of Environmental Microorganisms. ICPR Cong Yang, Chen Li, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
2014	B	`conf`	Shape-based object retrieval by contour segment matching. ICIP Cong Yang, Oliver Tiebe, Pit Pietsch, Christian Feinen, Udo Kelter, Marcin Grzegorzek
2014	—	`conf`	Skeleton-based abdominal aorta registration technique. EMBC Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
2014	C	`conf`	Statistical indoor localization using fusion of depth-images and step detection. IPIN Toni Fetzer, Frank Deinzer, Lukas Köping, Marcin Grzegorzek
2013	—	`conf`	4-D fuzzy connectedness-based medical image segmentation technique. MIXDES Joanna Czajkowska, Jacek Kawa, Zbigniew Czajkowski, Marcin Grzegorzek
2013	B	`conf`	Classification of environmental microorganisms in microscopic images using shape features and support vector machines. ICIP Chen Li, Kimiaki Shirahama, Marcin Grzegorzek, Fangshu Ma, Beihai Zhou
2013	—	`conf`	Extended Investigations on Skeleton Graph Matching for Object Recognition. CORES Jens Hedrich, Cong Yang, Christian Feinen, Simone Schäfer, Dietrich Paulus, Marcin Grzegorzek
2013	C	`conf`	Graph-based Shape Representation for Object Retrieval. ICPRAM Ali Amanpourgharaei, Christian Feinen, Marcin Grzegorzek
2013	C	`conf`	Robust 3-D Object Skeletonisation for the Similarity Measure. ICPRAM Christian Feinen, David Barnowsky, Dietrich Paulus, Marcin Grzegorzek
2013	—	`conf`	Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. CORES Marcin Grzegorzek, Chen Li, Johann Raskatow, Dietrich Paulus, Natalia Vassilieva
2013	—	`ed.`	Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications - Dagstuhl 2012 Seminar on Time-of-Flight Imaging and GCPR 2013 Workshop on Imaging New Modalities Time-of-Flight and Depth Imaging Marcin Grzegorzek, Christian Theobalt, Reinhard Koch, Andreas Kolb
2013	J	`jnl`	Trends in semantic and digital media technologies. Multim. Tools Appl. Marcin Grzegorzek, Michael Granitzer, Stefan M. Rüger, Michael Sintek, Thierry Declerck, Massimo Romanelli
2013	—	`conf`	University of Siegen, Kobe University and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection. TRECVID Kimiaki Shirahama, Chen Li, Marcin Grzegorzek, Kuniaki Uehara
2012	—	`conf`	Blood Vessel Segmentation in HRT Images for Glaucoma Early Detection. ITIB Marcin Grzegorzek, Paula Lubina
2012	C	`conf`	Examining the applicability of virtual reality technique for video retrieval. CBMI Kimiaki Shirahama, Kuniaki Uehara, Marcin Grzegorzek
2011	—	`ch.`	A Generic Approach to the Texture Detection Problem in Digital Images. Computer Recognition Systems 4 Christian Feinen, Marcin Grzegorzek, Detlev Droege, Dietrich Paulus
2011	—	`ed.`	Semantic Multimedia - 5th International Conference on Semantic and Digital Media Technologies, SAMT 2010. Saarbrücken, Germany, December 1-3, 2010. Revised Selected Papers SAMT Thierry Declerck, Michael Granitzer, Marcin Grzegorzek, Massimo Romanelli, Stefan M. Rüger, Michael Sintek
2010	C	`conf`	A Multi-stage Approach for 3D Teeth Segmentation from Dentition Surfaces. ICISP Marcin Grzegorzek, Marina Trierscheid, Dimitri Papoutsis, Dietrich Paulus
2010	J	`jnl`	A system for 3D texture-based probabilistic object recognition and its applications. Pattern Anal. Appl. Marcin Grzegorzek
2010	—	`conf`	Classification of Image Regions Using the Wavelet Standard Deviation Descriptor. IMCSIT Sönke Greve, Marcin Grzegorzek, Carsten Saathoff, Dietrich Paulus
2010	—	`conf`	Counting Lymphocytes in Histopathology Images Using Connected Components. ICPR Contests Felix Graf, Marcin Grzegorzek, Dietrich Paulus
2010	J	`jnl`	Introduction to the special issue on semantic and digital media technologies. Multim. Tools Appl. Marcin Grzegorzek, Lynda Hardman, David Duce, Siegfried Handschuh, Michela Spagnuolo
2010	J	`jnl`	Local Wavelet Features for Statistical Object Classification and Localization. IEEE Multim. Marcin Grzegorzek, Sorin Sav, Noel E. O'Connor, Ebroul Izquierdo
2010	—	`conf`	Recognition of Objects Represented in Different Color Spaces. CGIV/MCS Marcin Grzegorzek, Alexandra Wolyniec, Frank Schmitt, Dietrich Paulus
2010	B	`conf`	Teeth segmentation in 3D dentition models for the virtual articulator. ICIP Marcin Grzegorzek, Dietrich Paulus, Marina Trierscheid, Dimitri Papoutsis
2010	—	`conf`	Wavelet-Based Inpainting for Object Removal from Image Series. DAGM-Symposium Sebastian Vetter, Marcin Grzegorzek, Dietrich Paulus
2009	—	`conf`	Comparative evaluation of spatial context techniques for semantic image analysis. WIAMIS Georgios Th. Papadopoulos, Carsten Saathoff, Marcin Grzegorzek, Vasileios Mezaris, Ioannis Kompatsiaris, Steffen Staab, Michael G. Strintzis
2009	—	`conf`	Large Scale Tag Recommendation Using Different Image Representations. SAMT Rabeeh Abbasi, Marcin Grzegorzek, Steffen Staab
2009	B	`conf`	Probabilistic classification of intracranial gliomas in digital microscope images based on EGFR quantity. Image Processing Marcin Grzegorzek, Marianna Buckan, Sigrid Horn
2008	—	`conf`	Labelling Image Regions Using Wavelet Features and Spatial Prototypes. SAMT Carsten Saathoff, Marcin Grzegorzek, Steffen Staab
2008	—	`conf`	Semantic Multimedia. Reasoning Web Steffen Staab, Ansgar Scherp, Richard Arndt, Raphaël Troncy, Marcin Grzegorzek, Carsten Saathoff, Simon Schenk, Lynda Hardman
2007	—	`—`	Appearance based statistical object recognition including color and context modeling. Marcin Grzegorzek
2007	—	`conf`	Shot boundary detection using spectral clustering. EUSIPCO Uros Damnjanovic, Ebroul Izquierdo, Marcin Grzegorzek
2007	—	`conf`	Statistical 3D object classification and localization with context modeling. EUSIPCO Marcin Grzegorzek, Ebroul Izquierdo
2007	—	`conf`	User driven systems to bridge the semantic gap. EUSIPCO Divna Djordjevic, Ebroul Izquierdo, Marcin Grzegorzek
2007	C	`conf`	Wavelet and Eigen-Space Feature Extraction for Classification of Metallography Images. EJC Pavel Praks, Marcin Grzegorzek, Rudolf Moravec, Ladislav Válek, Ebroul Izquierdo
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	—	`conf`	Feature Extraction with Wavelet Transformation for Statistical Object Recognition. CORES Marcin Grzegorzek, Michael Reinhold, Heinrich Niemann
2005	—	`conf`	Statistical Object Recognition Including Color Modeling. ICIAR Marcin Grzegorzek, Heinrich Niemann
2004	—	`conf`	Statistical Object Recognition for Multi-Object Scenes with Heterogeneous Background. ICVGIP Marcin Grzegorzek, Kailash N. Pasumarthy, Michael Reinhold, Heinrich Niemann
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