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Björn Stenger
Bjoern Stenger
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- affiliation: University of Cambridge, UK
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2020 – today
- 2024
- [j21]Yuzhi Shi
, Takayoshi Yamashita
Caption-Guided Interpretable Video Anomaly Detection Based on Memory Similarity. IEEE Access 12: 63995-64005 (2024) - [j20]Yuzhi Shi, Takayoshi Yamashita, Tsubasa Hirakawa, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Björn Stenger:
Efficient Action Spotting Using Saliency Feature Weighting. IEICE Trans. Inf. Syst. 107(1): 105-114 (2024) - [j19]Tao Wang, Kaihao Zhang, Ziqian Shao, Wenhan Luo
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions. Int. J. Comput. Vis. 132(10): 4541-4563 (2024) - [j18]Kaihao Zhang
MC-Blur: A Comprehensive Benchmark for Image Deblurring. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3755-3767 (2024) - [c77]Geethu Miriam Jacob
Text2Illustration: Sampling and Composing Creatives With Text. COMAD/CODS 2024: 538-541 - [c76]Sehyung Lee, Mijung Kim, Yeongnam Chae, Björn Stenger:
Linearly Controllable GAN: Unsupervised Feature Categorization and Decomposition for Image Generation and Manipulation. ECCV (4) 2024: 229-245 - 2023
- [c75]Tao Wang, Kaihao Zhang, Tianrun Shen, Wenhan Luo, Björn Stenger, Tong Lu:
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method. AAAI 2023: 2654-2662 - [c74]Julian Jorge Andrade Guerreiro
PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations. CVPR 2023: 5917-5926 - [c73]Yeongnam Chae, Poulami Raha, Mijung Kim, Björn Stenger:
Age Prediction From Face Images Via Contrastive Learning. MVA 2023: 1-6 - [c72]Geethu Miriam Jacob, Vishal Agarwal, Björn Stenger:
Online Knowledge Distillation for Multi-task Learning. WACV 2023: 2358-2367 - [i14]Tao Wang, Kaihao Zhang, Ziqian Shao, Wenhan Luo, Björn Stenger, Tong Lu, Tae-Kyun Kim
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions. CoRR abs/2305.17863 (2023) - [i13]Tao Wang, Kaihao Zhang, Ziqian Shao, Wenhan Luo, Björn Stenger, Tae-Kyun Kim
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement. CoRR abs/2307.14659 (2023) - [i12]Yeongnam Chae, Poulami Raha, Mijung Kim, Björn Stenger:
Age Prediction From Face Images Via Contrastive Learning. CoRR abs/2308.11896 (2023) - 2022
- [j17]Kaihao Zhang, Wenqi Ren, Wenhan Luo
Deep Image Deblurring: A Survey. Int. J. Comput. Vis. 130(9): 2103-2130 (2022) - [c71]Yuzhi Shi, Hiroaki Minoura, Takayoshi Yamashita, Tsubasa Hirakawa, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Björn Stenger:
Action Spotting in Soccer Videos Using Multiple Scene Encoders. ICPR 2022: 3183-3189 - [c70]Hajime Kato, Mitsuru Nakazawa, Hsuan-Kung Yang, Mark Chen, Björn Stenger:
Parsing Line Chart Images Using Linear Programming. WACV 2022: 2553-2562 - [i11]Kaihao Zhang, Wenqi Ren, Wenhan Luo, Wei-Sheng Lai, Björn Stenger, Ming-Hsuan Yang, Hongdong Li:
Deep Image Deblurring: A Survey. CoRR abs/2201.10700 (2022) - [i10]Tianyu Li, Ali Cevahir, Derek Cho, Hao Gong, DuyKhuong Nguyen, Björn Stenger:
UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision. CoRR abs/2202.07605 (2022) - [i9]Tao Wang, Kaihao Zhang, Tianrun Shen, Wenhan Luo
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method. CoRR abs/2212.11548 (2022) - 2021
- [c69]Geethu Miriam Jacob, Björn Stenger:
Facial Action Unit Detection With Transformers. CVPR 2021: 7680-7689 - [c68]Kaihao Zhang, Dongxu Li, Wenhan Luo
Benchmarking Ultra-High-Definition Image Super-resolution. ICCV 2021: 14749-14758 - [c67]Geethu Miriam Jacob, Björn Stenger:
Selecting an Iconic Pose From an Action Video. MVA 2021: 1-5 - [c66]Philip K. Lee, Björn Stenger:
Shape-Based Floor Plan Retrieval Using Parse Tree Matching. MVA 2021: 1-5 - [c65]Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Mitsuru Nakazawa, Yeongnam Chae, Björn Stenger:
Action Spotting and Temporal Attention Analysis in Soccer Videos. MVA 2021: 1-6 - [c64]Utsav Shah, Muhammad Aqmar, Mitsuru Nakazawa, Björn Stenger:
Content Filtering in Streaming Video Using Domain Adaptation. MVA 2021: 1-6 - [i8]Kaihao Zhang, Wenhan Luo, Boheng Chen, Wenqi Ren, Björn Stenger, Wei Liu, Hongdong Li, Ming-Hsuan Yang:
Benchmarking Deep Deblurring Algorithms: A Large-Scale Multi-Cause Dataset and A New Baseline Model. CoRR abs/2112.00234 (2021) - 2020
- [c63]Yuhui You, Mitchell Fogelson
EMI: An Expressive Mobile Interactive Robot. CHI Extended Abstracts 2020: 1-8 - [c62]Kaihao Zhang, Wenhan Luo
Deblurring by Realistic Blurring. CVPR 2020: 2734-2743 - [c61]Yeongnam Chae, Kelvin Cheng, Pankaj Wasnik, Björn Stenger:
Seamless Payment System Using Face And Low-Energy Bluetooth. CVPR Workshops 2020: 3557-3564 - [c60]Kaihao Zhang, Wenhan Luo
Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive. ACM Multimedia 2020: 384-392 - [i7]Kaihao Zhang, Wenhan Luo, Yiran Zhong, Lin Ma, Björn Stenger, Wei Liu, Hongdong Li:
Deblurring by Realistic Blurring. CoRR abs/2004.01860 (2020)
2010 – 2019
- 2019
- [j16]Wenhan Luo
Trajectories as Topics: Multi-Object Tracking by Topic Discovery. IEEE Trans. Image Process. 28(1): 240-252 (2019) - [c59]Shanxin Yuan, Björn Stenger, Tae-Kyun Kim
3D Hand Pose Estimation from RGB Using Privileged Learning with Depth Data. ICCV Workshops 2019: 2866-2873 - [c58]Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Björn Stenger, Yu Hirate:
Learning Classifiers on Positive and Unlabeled Data with Policy Gradient. ICDM 2019: 399-408 - [c57]Mitsuru Nakazawa, Tomoyuki Mukasa, Björn Stenger:
A Photo Booth That Finds Your Sports Player Lookalike. MVA 2019: 1-4 - [c56]Ryo Sobue, Mitsuru Nakazawa, Yeongnam Chae, Björn Stenger, Takayoshi Yamashita, Hironobu Fujiyoshi:
Cooking Video Summarization Guided By Matching with Step-By-Step Recipe Photos. MVA 2019: 1-6 - [i6]Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Björn Stenger, Yu Hirate:
Learning Classifiers on Positive and Unlabeled Data with Policy Gradient. CoRR abs/1910.06535 (2019) - 2018
- [c55]Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR 2018: 2636-2645 - [c54]Yeongnam Chae, Daniel Crane, Björn Stenger, Soh Masuko
Image placement order optimization for mobile commerce. ICCE 2018: 1-5 - [c53]Yeongnam Chae, Jiu Xu, Björn Stenger, Soh Masuko
Color navigation by qualitative attributes for fashion recommendation. ICCE 2018: 1-3 - [c52]Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate:
Deep Heterogeneous Autoencoders for Collaborative Filtering. ICDM 2018: 1164-1169 - [c51]Jiu Xu, Yeongnam Chae, Björn Stenger, Ankur Datta:
Dense Bynet: Residual Dense Network for Image Super Resolution. ICIP 2018: 71-75 - [c50]Yeongnam Chae, Mitsuru Nakazawa, Björn Stenger:
Enhancing Product Images for Click-Through Rate Improvement. ICIP 2018: 1428-1432 - [i5]Shanxin Yuan, Björn Stenger, Tae-Kyun Kim:
RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images. CoRR abs/1811.07376 (2018) - [i4]Tianyu Li, Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate:
Deep Heterogeneous Autoencoders for Collaborative Filtering. CoRR abs/1812.06610 (2018) - 2017
- [c49]Shanxin Yuan, Qi Ye, Björn Stenger, Siddhant Jain, Tae-Kyun Kim
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis. CVPR 2017: 2605-2613 - [c48]Tomoyuki Mukasa, Jiu Xu, Björn Stenger:
3D Scene Mesh from CNN Depth Predictions and Sparse Monocular SLAM. ICCV Workshops 2017: 912-919 - [c47]Jiu Xu, Yeongnam Chae, Björn Stenger:
BYNET-SR: Image super resolution with a bypass connection network. ICIP 2017: 4053-4057 - [c46]Samuel Fuller Dodge, Jiu Xu, Björn Stenger:
Parsing floor plan images. MVA 2017: 358-361 - [c45]Jiu Xu, Björn Stenger, Tommi Kerola, Tony Tung:
Pano2CAD: Room Layout from a Single Panorama Image. WACV 2017: 354-362 - [i3]Shanxin Yuan, Qi Ye, Björn Stenger, Siddhant Jain, Tae-Kyun Kim:
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis. CoRR abs/1704.02612 (2017) - [i2]Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
3D Hand Pose Estimation: From Current Achievements to Future Goals. CoRR abs/1712.03917 (2017) - 2016
- [j15]Sarah A. Cassidy
Expressive visual text-to-speech as an assistive technology for individuals with autism spectrum conditions. Comput. Vis. Image Underst. 148: 193-200 (2016) - [j14]Simon Stent, Riccardo Gherardi, Björn Stenger, Kenichi Soga, Roberto Cipolla
Visual change detection on tunnel linings. Mach. Vis. Appl. 27(3): 319-330 (2016) - [c44]Pablo F. Alcantarilla
How many bits do I need for matching local binary descriptors? ICRA 2016: 2190-2197 - [c43]Simon Stent, Riccardo Gherardi, Björn Stenger, Roberto Cipolla
Precise deterministic change detection for smooth surfaces. WACV 2016: 1-9 - [i1]Jiu Xu, Björn Stenger, Tommi Kerola, Tony Tung:
Pano2CAD: Room Layout From A Single Panorama Image. CoRR abs/1609.09270 (2016) - 2015
- [j13]Björn Stenger, Norimichi Ukita, Yoichi Sato, Pascal Fua
Editorial. Comput. Vis. Image Underst. 141: 94 (2015) - [j12]Minh-Tri Pham, Oliver J. Woodford, Frank Perbet, Atsuto Maki, Riccardo Gherardi, Björn Stenger, Roberto Cipolla
Distances and Means of Direct Similarities. Int. J. Comput. Vis. 112(3): 285-306 (2015) - [c42]Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim
Automatic Topic Discovery for Multi-Object Tracking. AAAI 2015: 3820-3826 - [c41]Simon Stent, Riccardo Gherardi, Björn Stenger, Roberto Cipolla:
Detecting Change for Multi-View, Long-Term Surface Inspection. BMVC 2015: 127.1-127.12 - 2014
- [j11]Oliver J. Woodford, Minh-Tri Pham, Atsuto Maki, Frank Perbet, Björn Stenger:
Demisting the Hough Transform for 3D Shape Recognition and Registration. Int. J. Comput. Vis. 106(3): 332-341 (2014) - [j10]Robert Anderson
Using Bounded Diameter Minimum Spanning Trees to Build Dense Active Appearance Models. Int. J. Comput. Vis. 110(1): 48-57 (2014) - [c40]Akihito Seki, Oliver J. Woodford, Satoshi Ito, Björn Stenger, Makoto Hatakeyama, Junichi Shimamura:
Reconstructing Fukushima: A Case Study. 3DV 2014: 681-688 - [c39]Stephan Liwicki
Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations. CVPR 2014: 105-112 - [c38]Frank Perbet, Sam Johnson, Minh-Tri Pham, Björn Stenger:
Human Body Shape Estimation Using a Multi-resolution Manifold Forest. CVPR 2014: 668-675 - [c37]Wenhan Luo
Bi-label Propagation for Generic Multiple Object Tracking. CVPR 2014: 1290-1297 - 2013
- [j9]Atsuto Maki, Frank Perbet, Björn Stenger, Roberto Cipolla
Detecting bipedal motion from correlated probabilistic trajectories. Pattern Recognit. Lett. 34(15): 1808-1818 (2013) - [c36]Robert Anderson
Expressive Visual Text-to-Speech Using Active Appearance Models. CVPR 2013: 3382-3389 - [c35]Vincent Wan, Robert Anderson, Art Blokland, Norbert Braunschweiler, Langzhou Chen, BalaKrishna Kolluru, Javier Latorre, Ranniery Maia, Björn Stenger, Kayoko Yanagisawa, Yannis Stylianou, Masami Akamine, Mark J. F. Gales, Roberto Cipolla:
Photo-realistic expressive text to talking head synthesis. INTERSPEECH 2013: 2667-2669 - [c34]Robert Anderson, Björn Stenger, Roberto Cipolla:
Lip Tracking for 3D Face Registration. MVA 2013: 145-148 - [c33]Simon Stent, Riccardo Gherardi, Björn Stenger, Kenichi Soga, Roberto Cipolla:
An Image-Based System for Change Detection on Tunnel Linings. MVA 2013: 359-362 - [c32]Robert Anderson, Björn Stenger, Vincent Wan, Roberto Cipolla
An expressive text-driven 3D talking head. SIGGRAPH Posters 2013: 80 - [p2]Minh-Tri Pham, Oliver J. Woodford, Frank Perbet, Atsuto Maki, Riccardo Gherardi, Björn Stenger, Roberto Cipolla
Scale-Invariant Vote-Based 3D Recognition and Registration from Point Clouds. Machine Learning for Computer Vision 2013: 137-162 - 2012
- [j8]Frank Perbet, Björn Stenger, Atsuto Maki:
Homogeneous Superpixels from Markov Random Walks. IEICE Trans. Inf. Syst. 95-D(7): 1740-1748 (2012) - [c31]Robert Anderson
Dense Active Appearance Models Using a Bounded Diameter Minimum Spanning Tree. BMVC 2012: 1-11 - [c30]Oliver J. Woodford, Minh-Tri Pham, Atsuto Maki, Riccardo Gherardi, Frank Perbet, Björn Stenger:
Contraction Moves for Geometric Model Fitting. ECCV (7) 2012: 181-194 - 2011
- [j7]Tae-Kyun Kim
Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications. Int. J. Comput. Vis. 91(2): 216-232 (2011) - [j6]Gabriel J. Brostow, Carlos Hernández, George Vogiatzis
Video Normals from Colored Lights. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 2104-2114 (2011) - [c29]Oliver J. Woodford, Minh-Tri Pham, Atsuto Maki, Frank Perbet, Björn Stenger:
Demisting the Hough Transform for 3D Shape Recognition and Registration. BMVC 2011: 1-11 - [c28]Minh-Tri Pham, Oliver J. Woodford, Frank Perbet, Atsuto Maki, Björn Stenger, Roberto Cipolla
A new distance for scale-invariant 3D shape recognition and registration. ICCV 2011: 145-152 - [c27]Robert Anderson
Color photometric stereo for multicolored surfaces. ICCV 2011: 2182-2189 - [c26]Carlos Hernández, Frank Perbet, Minh-Tri Pham, George Vogiatzis
Live 3D shape reconstruction, recognition and registration. ICCV Workshops 2011: 729 - [c25]Robert Anderson, Björn Stenger, Roberto Cipolla:
Augmenting Depth Camera Output Using Photometric Stereo. MVA 2011: 369-372 - 2010
- [c24]Tae-Kyun Kim
Online multiple classifier boosting for object tracking. CVPR Workshops 2010: 1-6 - [p1]Björn Stenger, Thomas Woodley, Roberto Cipolla:
A Vision-Based Remote Control. Computer Vision: Detection, Recognition and Reconstruction 2010: 233-262
2000 – 2009
- 2009
- [c23]Björn Stenger, Thomas Woodley, Tae-Kyun Kim
A vision-based system for display interaction. BCS HCI 2009: 163-168 - [c22]Frank Perbet, Björn Stenger, Atsuto Maki:
Random Forest Clustering and Application to Video Segmentation. BMVC 2009: 1-10 - [c21]Björn Stenger, Thomas Woodley, Roberto Cipolla
Learning to track with multiple observers. CVPR 2009: 2647-2654 - [c20]Frank Perbet, Atsuto Maki, Björn Stenger:
Correlated probabilistic trajectories for pedestrian motion detection. ICCV 2009: 1647-1654 - 2008
- [j5]Ryuzo Okada, Björn Stenger:
A Single Camera Motion Capture System for Human-Computer Interaction. IEICE Trans. Inf. Syst. 91-D(7): 1855-1862 (2008) - [j4]Takeshi Mita, Toshimitsu Kaneko, Björn Stenger, Osamu Hori:
Discriminative Feature Co-Occurrence Selection for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1257-1269 (2008) - [j3]Arasanathan Thayananthan, Ramanan Navaratnam, Björn Stenger, Philip H. S. Torr, Roberto Cipolla
Pose estimation and tracking using multivariate regression. Pattern Recognit. Lett. 29(9): 1302-1310 (2008) - [c19]Björn Stenger, Thomas Woodley, Tae-Kyun Kim
AIDIA - Adaptive Interface for Display InterAction. BMVC 2008: 1-10 - 2007
- [j2]Björn Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla
Estimating 3D hand pose using hierarchical multi-label classification. Image Vis. Comput. 25(12): 1885-1894 (2007) - [c18]Thomas Woodley, Björn Stenger, Roberto Cipolla
Tracking Using Online Feature Selection and a Local Generative Model. BMVC 2007: 1-10 - [c17]Tae-Kyun Kim
Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations. CVPR 2007 - [c16]Carlos Hernández, George Vogiatzis
Non-rigid Photometric Stereo with Colored Lights. ICCV 2007: 1-8 - [c15]Tsukasa Ike, Nobuhisa Kishikawa, Björn Stenger:
A Real-Time Hand Gesture Interface Implemented on a Multi-Core Processor. MVA 2007: 9-12 - [c14]Ryuzo Okada, Nobuhiro Kondoh, Björn Stenger:
A Video Motion Capture System for Interactive Games. MVA 2007: 186-189 - 2006
- [j1]Björn Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla
Model-Based Hand Tracking Using a Hierarchical Bayesian Filter. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1372-1384 (2006) - [c13]Kazuhiro Fukui, Björn Stenger, Osamu Yamaguchi:
A Framework for 3D Object Recognition Using the Kernel Constrained Mutual Subspace Method. ACCV (2) 2006: 315-324 - [c12]Björn Stenger:
Template-Based Hand Pose Recognition Using Multiple Cues. ACCV (2) 2006: 551-560 - [c11]Ryuzo Okada, Björn Stenger, Tsukasa Ike, Nobuhiro Kondoh:
Virtual Fashion Show Using Real-Time Markerless Motion Capture. ACCV (2) 2006: 801-810 - [c10]Arasanathan Thayananthan, Ramanan Navaratnam, Björn Stenger, Philip H. S. Torr, Roberto Cipolla
Multivariate Relevance Vector Machines for Tracking. ECCV (3) 2006: 124-138 - 2004
- [c9]Bjoern Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla:
Hand Pose Estimation Using Hierarchical Detection. ECCV Workshop on HCI 2004: 105-116 - 2003
- [c8]Roberto Cipolla, Bjoern Stenger, Arasanathan Thayananthan, Philip H. S. Torr:
Template-Based Hand Detection and Tracking. Advanced Studies in Biometrics 2003: 114-125 - [c7]Arasanathan Thayananthan, Björn Stenger, Philip H. S. Torr, Roberto Cipolla:
Learning a Kinematic Prior for Tree-Based Filtering. BMVC 2003: 1-10 - [c6]Arasanathan Thayananthan, Bjoern Stenger, Philip H. S. Torr, Roberto Cipolla:
Shape Context and Chamfer Matching in Cluttered Scenes. CVPR (1) 2003: 127-133 - [c5]Bjoern Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla:
Filtering Using a Tree-Based Estimator. ICCV 2003: 1063-1070 - [c4]Roberto Cipolla, Bjoern Stenger, Arasanathan Thayananthan:
Hand Tracking Using a Quadric Surface Model and Bayesian Filtering. IMA Conference on the Mathematics of Surfaces 2003: 129-141 - 2001
- [c3]Bjoern Stenger, Paulo R. S. Mendonça, Roberto Cipolla:
Model-Based Hand Tracking Using an Unscented Kalman Filter. BMVC 2001: 1-10 - [c2]Bjoern Stenger, Paulo R. S. Mendonça, Roberto Cipolla:
Model-Based 3D Tracking of an Articulated Hand. CVPR (2) 2001: 310-315 - [c1]Bjoern Stenger, Visvanathan Ramesh, Nikos Paragios, Frans Coetzee, Joachim M. Buhmann:
Topology Free Hidden Markov Models: Application to Background Modeling. ICCV 2001: 294-301
Coauthor Index
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