Below you can find a complete chronological list of our group's publications.
Publications 2022
A Visual Surveillance System to Observe Realistic Road User Behavior for Improved Pedestrian and Cyclist Safety at Crossroads
Nadezda Kirillova, Horst Possegger and Horst Bischof
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data
David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth and Horst Bischof
In Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization
Muhammad Jehanzeb Mirza, Jakub Micorek, Horst Possegger and Horst Bischof
In Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
Muhammad Jehanzeb Mirza, Marc Masana, Horst Possegger and Horst Bischof
In Proc. of the Vision for all Seasons: Adverse Weather and Lighting Conditions Workshop (V4AS, CVPR Workshop), 2022
Publications 2021
An Intelligent Scanning Vehicle for Waste Collection Monitoring
Georg Waltner, Malte Jaschik, Alfred Rinnhofer, Horst Possegger and Horst Bischof
In Proc. International Conference on Image Analysis and Processing (ICIAP), 2021
Multi-Spectral Segmentation with Synthesized Data for Refuse Sorting
Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Heimo Gursch, Christian Oberwinkler, Reinhard Meisenbichler and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2021
FAST3D: Flow-Aware Self-Training for 3D Object Detectors
Christian Fruhwirth-Reisinger, Michael Opitz, Horst Possegger and Horst Bischof
In Proc. British Machine Vision Conference (BMVC), 2021
DRT: Detection Refinement for Multiple Object Tracking
Bisheng Wang, Christian Fruhwirth-Reisinger, Horst Possegger, Horst Bischof and Guo Cao
In Proc. British Machine Vision Conference (BMVC), 2021
KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting
Heimo Gursch, Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Christian Oberwinkler, Reinhard Meisenbichler and Roman Kern
In Mensch und Computer 2021 - Workshopband, 2021
Semi-Supervised Learning of Monocular 3D Hand Pose Estimation from Multi-View Images
Markus Müller, Georg Poier, Horst Possegger and Horst Bischof
In Proc. IEEE International Conference on Image Processing (ICIP), 2021
Robustness of Object Detectors in Degrading Weather Conditions
Muhammad Jehanzeb Mirza, Corenlius Buerkle, Julio Jarquin, Michael Opitz, Fabian Oboril, Kay-Ulrich Scholl and Horst Bischof
In Proc. IEEE International Conference on Intelligent Transportation Systems (ITSC), 2021
Publications 2020
Towards Data-driven Multi-target Tracking for Autonomous Driving
Christian Fruhwirth-Reisinger, Georg Krispel, Horst Possegger and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2020
FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data
Georg Krispel, Michael Opitz, Georg Waltner, Horst Possegger and Horst Bischof
In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2020
Publications 2019
Detecting Out-of-Distribution Traffic Signs
Madhav Iyengar, Michael Opitz and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2019
Semi-supervised Detector Training with Prototypes for Vehicle Detection
Georg Waltner, Michael Opitz, Horst Possegger and Horst Bischof
In Proc. IEEE International Conference on Intelligent Transportation Systems (ITSC), 2019
HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval
Georg Waltner, Michael Opitz, Horst Possegger and Horst Bischof
In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2019
MURAUER: Mapping Unlabeled Real Data for Label AUstERity
Georg Poier, Michael Opitz, David Schinagl and Horst Bischof
In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2019
Publications 2018
An Intent-Based Automated Traffic Light for Pedestrians
Christian Ertler, Horst Possegger, Michael Opitz and Horst Bischof
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly
Michael Opitz, Georg Waltner, Horst Possegger and Horst Bischof
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 In press
Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems
Georg Waltner, Michael Maurer, Thomas Holzmann, Patrick Ruprecht, Michael Opitz, Horst Possegger, Friedrich Fraundorfer and Horst Bischof
In Proc. IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018
Learning Pose Specific Representations by Predicting Different Views
Georg Poier, David Schinagl and Horst Bischof
In Proc. Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Spatiotemporal Saliency Estimation by Spectral Foreground Detection
Caglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof and Moncef Gabbouj
IEEE Transactions on Multimedia (TMM) 20 (1): 82-95, 2018
Publications 2017
BIER - Boosting Independent Embeddings Robustly
Michael Opitz, Georg Waltner, Horst Possegger and Horst Bischof
In Proc. International Conference on Computer Vision (ICCV), 2017
Pose-specific non-linear mappings in feature space towards multiview facial expression recognition
Mahdi Jampour, Vincent Lepetit, Thomas Mauthner and Horst Bischof
Image and Vision Computing 58: 38-46, 2017
Loss-Specific Training of Random Forests for Super-Resolution
Alexander Grabner, Georg Poier, Michael Opitz, Samuel Schulter and Peter M. Roth
In Proc. Computer Vision Winter Workshop (CVWW), 2017
Pedestrian Detection in RGB-D Images from an Elevated Viewpoint
Christian Ertler, Horst Possegger, Michael Opitz and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2017
Publications 2016
PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation
Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof
CoRR abs/1610.01944, 2016
Efficient Model Averaging for Deep Neural Networks
Michael Opitz, Horst Possegger and Horst Bischof
In Proc. Asian Conference on Computer Vision (ACCV), 2016
Grid Loss: Detecting Occluded Faces
Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger and Horst Bischof
In Proc. European Conference on Computer Vision (ECCV), 2016
Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization
Matthias Zeppelzauer, Georg Poier, Markus Seidl, Christian Reinbacher, Samuel Schulter, Christian Breiteneder and Horst Bischof
ACM Journal on Computing and Cultural Heritage 9 (4): 19:1-19:30, 2016 The original publication is available at http://dx.doi.org/10.1145/2950062
Pose-Specific Non-Linear Mappings in Feature Space towards Multiview Facial Expression Recognition
Mahdi Jampour, Vincent Lepetit, Thomas Mauthner and Horst Bischof
Image and Vision Computing, 2016 In press, available online
BaCoN: Building a Classifier from only N Samples
Georg Waltner, Michael Opitz and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2016
The Visual Object Tracking VOT2016 challenge results
Matej Kristan, Aleš Leonardis, Jiři Matas, Michael Felsberg, Roman Pflugfelder, Luka Čehovin, Tomáš Vojiř, Gustav Häger, Alan Lukežič, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Alvaro Garcia-Martin, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy J. Ma, Anton Varfolomieiev, Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martinez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Khan, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R K Sai Subrahmanyam, Guilherme Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jae-il Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, Joao F. Henriques, Jochen Lang, Jongwon Choi, Jose M. Martinez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Lijun Wang, Longyin Wen, Longyin Wen, Luca Bertinetto, Madan kumar Rapuru, Mahdieh Poostchi, Mario Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Qingming Huang, Rafael Martin-Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganiere, Rustam Stolkin, Ryan Walsh, Sebastian B. Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He and Zhizhen Chi
In Proc. Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ECCV), 2016
The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results
Michael Felsberg, Matej Kristan, Jiři Matas, Aleš Leonardis, Roman Pflugfelder, Gustav Häger, Amanda Berg, Abdelrahman Eldesokey, Jörgen Ahlberg, Luka Čehovin, Tomáš Vojiř, Alan Lukežič, Gustavo Fernández, Alfredo Petrosino, Alvaro Garcia-Martin, Andrés Solís Montero, Anton Varfolomieiev, Aykut Erdem, Bohyung Han, Chang-Ming Chang, Dawei Du, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Guna Seetharaman, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyeonseob Nam, Jack Valmadre, Jianke Zhu, Jiayi Feng, Jochen Lang, Jose M. Martinez, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Mario Maresca, Martin Danelljan, Michael Arens, Ming Tang, Mooyeol Baek, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Philip H. S. Torr, Qingming Huang, Rafael Martin-Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganiere, Sebastian B. Krah, Shengkun Li, Shizeng Yao, Simon Hadfield, Siwei Lyu, Stefan Becker, Stuart Golodetz, Tao Hu, Thomas Mauthner, Vincenzo Santopietro, Wenbo Li, Wolfgang Hübner, Xin Li, Yang Li, Zhan Xu and Zhenyu He
In Proc. Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ECCV), 2016
Publications 2015
Conditioned Regression Models for Non-Blind Single Image Super-Resolution
Gernot Riegler, Samuel Schulter, Matthias Rüther and Horst Bischof
In Proc. International Conference on Computer Vision (ICCV), 2015
MANGO - Mobile Augmented Reality with Functional Eating Guidance and Food Awareness
Georg Waltner, Michael Schwarz, Stefan Ladstätter, Anna Weber, Patrick Luley, Horst Bischof, Meinrad Lindschinger, Irene Schmid and Lucas Paletta
In Proc. International Workshop on Multimedia Assisted Dietary Management (MADIMA, in conjunction with ICIAP), 2015
Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties
Georg Poier, Konstantinos Roditakis, Samuel Schulter, Damien Michel, Horst Bischof and Antonis A. Argyros
In Proc. British Machine Vision Conference (BMVC), 2015 oral presentation
Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions
Matthias Zeppelzauer, Georg Poier, Markus Seidl, Christian Reinbacher, Christian Breiteneder, Horst Bischof and Samuel Schulter
In Proc. Digital Heritage Conference (DH), 2015 oral presentation; winner of the best paper price
You Should Use Regression to Detect Cells
Philipp Kainz, Martin Urschler, Samuel Schulter, Paul Wohlhart and Vincent Lepetit
In Proceedings of the Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015
Navigation assistance and guidance of older adults across complex public spaces: the DALi approach
Luigi Palopoli, Antonis A. Argyros, Josef A. Birchbauer, Alessio Colombo, Daniele Fontanelli, Axel Legay, Andrea Garulli, Antonello Giannitrapani, David Macii, Federico Moro, Payam Nazemzadeh, Pashalis Padeleris, Roberto Passerone, Georg Poier, Domenico Prattichizzo, Tizar Rizano, Luca Rizzon, Stefano Scheggi and Sean Sedwards
Intelligent Service Robotics 8 (2): 77-92, 2015 The original publication is available at www.springer.com
Learning Descriptors for Object Recognition and 3D Pose Estimation
Paul Wohlhart and Vincent Lepetit
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Hands Deep in Deep Learning for Hand Pose Estimation
Markus Oberweger, Paul Wohlhart and Vincent Lepetit
In Proc. Computer Vision Winter Workshop (CVWW), 2015
Encoding based Saliency Detection for Videos and Images
Thomas Mauthner, Horst Possegger, Georg Waltner and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
In Defense of Color-based Model-free Tracking
Horst Possegger, Thomas Mauthner and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
The Visual Object Tracking VOT2015 challenge results
Matej Kristan, Jiři Matas, Aleš Leonardis, Michael Felsberg, Luka Čehovin, Gustavo Fernández, Tomáš Vojíř, Gustav Häger, Georg Nebehay, Roman Pflugfelder, Abhinav Gupta, Adel Bibi, Alan Lukežič, Alvaro Garcia-Martin, Alfredo Petrosino, Amir Saffari, Andrés Solís Montero, Anton Varfolomieiev, Atilla Baskurt, Baojun Zhao, Bernard Ghanem, Brais Martinez, Byeong Ju Lee, Bohyung Han, Chaohui Wang, Christophe Garcia, Chunyuan Zhang, Cordelia Schmid, Dacheng Tao, Daijin Kim, Dafei Huang, Danil Prokhorov, Dawei Du, Dit-Yan Yeung, Eraldo Ribeiro, Fahad Shahbaz Khan, Fatih Porikli, Filiz Bunyak, Gao Zhu, Guna Seetharaman, Hilke Kieritz, Hing Tuen Yau, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyemin Lee, Hyeonseob Nam, Ivan Bogun, Jae-chan Jeong, Jae-il Cho, Jae-Yeong Lee, Jianke Zhu, Jianping Shi, Jiatong Li, Jiaya Jia, Jiayi Feng, Jin Gao, Jin Young Choi, Ji-Wan Kim, Jochen Lang, Jose M. Martinez, Jongwon Choi, Junliang Xing, Kai Xue, Kannappan Palaniappan, Karel Lebeda, Karteek Alahari, Ke Gao, Kimin Yun, Kin Hong Wong, Lei Luo, Liang Ma, Lipeng Ke, Longyin Wen, Luca Bertinetto, Mahdieh Pootschi, Mario Maresca, Martin Danelljan, Mei Wen, Mengdan Zhang, Michael Arens, Michel Valstar, Ming Tang, Ming-Ching Chang, Muhammad Haris Khan, Nana Fan, Naiyan Wang, Ondrej Miksik, Philip Torr, Qiang Wang, Rafael Martin-Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Salma Moujtahid, Sam Hare, Simon Hadfield, Siwei Lyu, Siyi Li, Song-Chun Zhu, Stefan Becker, Stefan Duffner, Stephen L Hicks, Stuart Golodetz, Sunglok Choi, Tianfu Wu, Thomas Mauthner, Tony Pridmore, Weiming Hu, Wolfgang Hübner, Xiaomeng Wang, Xin Li, Xinchu Shi, Xu Zhao, Xue Mei, Yao Shizeng, Yang Hua, Yang Li, Yang Lu, Yuezun Li, Zhaoyun Chen, Zehua Huang, Zhe Chen, Zhe Zhang, Zhenyu He and Zhibin Hong
In Proc. Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ICCV), 2015
Fast and Accurate Image Upscaling with Super-Resolution Forests
Samuel Schulter, Christian Leistner and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 Supplemental Material, Code
Pairwise Linear Regression: An Efficient and Fast Multi-view Facial Expression Recognition
Mahdi Jampour, Thomas Mauthner and Horst Bischof
In Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2015
Multi-view Facial Expressions Recognition using Local Linear Regression of Sparse Codes
Mahdi Jampour, Thomas Mauthner and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2015
Publications 2014
End-to-End Text Recognition Using Local Ternary Patterns, MSER and Deep Convolutional Nets
Michael Opitz, Markus Diem, Stefan Fiel, Florian Kleber and Robert Sablatnig
In Proc. International Workshop on Document Analysis Systems (DAS), 2014
Multiple Model Fitting by Evolutionary Dynamics
Michael Donoser, Martin Hirzer and Dieter Schmalstieg
In Proc. IEEE International Conference on Pattern Recognition (ICPR), 2014
Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras
Georg Poier, Samuel Schulter, Sabine Sternig, Peter M. Roth and Horst Bischof
In Proc. German Conference on Pattern Recognition (GCPR/DAGM), 2014 The original publication is available at www.springer.com
Improved Sport Activity Recognition using Spatio-temporal Context
Georg Waltner, Thomas Mauthner and Horst Bischof
In Proc. DVS-Conference on Computer Science in Sport (DVS/GSSS), 2014
Indoor Activity Detection and Recognition for Automated Sport Games Analysis
Georg Waltner, Thomas Mauthner and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2014
Mahalanobis Distance Learning for Person Re-Identification
Peter M. Roth, Martin Hirzer, Martin Koestinger, Csaba Beleznai and Horst Bischof
In Person Re-Identification, pages 247-267, Springer, 2014 The original publication is available at www.springer.com
Occlusion Geodesics for Online Multi-Object Tracking
Horst Possegger, Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
Accurate Object Detection with Joint Classification-Regression Random Forests
Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
A novel method for the analysis of sequential actions in team handball
Paul Rudelsdorfer, Norbert Schrapf, Horst Possegger, Thomas Mauthner, Horst Bischof and Markus Tilp
International Journal of Computer Science in Sport (IJCSS) 13 (1): 69-84, 2014 The original publication is available at iacss.org
The Visual Object Tracking VOT2014 challenge results
Matej Kristan, Roman Pflugfelder, Aleš Leonardis, Jiři Matas, Luka Čehovin, Georg Nebehay, Tomáš Vojíř, Gustavo Fernández, Alan Lukežič, Aleksandar Dimitriev, Alfredo Petrosino, Amir Saffari, Bo Li, Bohyung Han, Cherkeng Heng, Christophe Garcia, Dominik Pangeršič, Gustav Häger, Fahad Shahbaz Khan, Franci Oven, Horst Possegger, Horst Bischof, Hyeonseob Nam, Jianke Zhu, JiJia Li, Jin Young Choi, Jin-Woo Choi, João F. Henriques, Joost van de Weijer, Jorge Batista, Karel Lebeda, Kristoffer Öfjäll, Kwang Moo Yi, Lei Quin, Longyin Wen, Mario Edoardo Maresca, Martin Danelljan, Michael Felsberg, Ming-Ming Cheng, Philip Torr, Quingming Huang, Richard Bowden, Sam Hare, Samantha YueYing Lim, Seunghoon Hong, Shengcai Liao, Simon Hadfield, Stan Z. Li, Stefan Duffner, Stuart Golodetz, Thomas Mauthner, Vibhav Vineet, Weiyao Lin, Yang Li, Yuankai Qui, Zhen Lei and Zhiheng Niu
In Proc. Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ECCV), 2014
Publications 2013
Alternating Regression Forests for Object Detection and Pose Estimation
Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. International Conference on Computer Vision (ICCV), 2013
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers
Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. International Conference on Computer Vision (ICCV), 2013
Unsupervised Object Discovery and Segmentation in Videos
Samuel Schulter, Christian Leistner, Peter M. Roth and Horst Bischof
In Proc. British Machine Vision Conference (BMVC), 2013
Hough-based Tracking of Deformable Objects
Martin Godec, Peter M. Roth and Horst Bischof
In Decision Forest, Springer, 2013
Hough-based Tracking of Non-rigid Objects
Martin Godec, Peter M. Roth and Horst Bischof
Computer Vision and Image Understanding (CVIU) 117 (10): 1245-1256, 2013
Segmentation-based Tracking by Support Fusion
Markus Heber, Martin Godec, Matthias Rüther, Peter M. Roth and Horst Bischof
Computer Vision and Image Understanding (CVIU) 117 (6): 573-586, 2013
Ordinal Random Forests for Object Detection
Samuel Schulter, Peter M. Roth and Horst Bischof
In Proc. German Conference on Pattern Recognition (GCPR/DAGM), 2013
Efficient Retrieval for Large Scale Metric Learning
Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. German Conference on Pattern Recognition (GCPR/DAGM), 2013
Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities
Horst Possegger, Sabine Sternig, Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
Alternating Decision Forests
Samuel Schulter, Paul Wohlhart, Christian Leistner, Amir Saffari, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
Optimizing 1-Nearest Prototype Classifiers
Paul Wohlhart, Martin Koestinger, Michael Donoser, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
Pedestrian Detection, Tracking and Re-Identification for Search in Visual Surveillance Data
Csaba Beleznai, Michael Rauter, Martin Hirzer and Peter M. Roth
In Proc. Conf. of the Hungarian Association for Image Processing and Pattern Recognition, 2013
Publications 2012
Density-based rare event detection from streams of neuromorphic sensor data
Csaba Beleznai, Nabil Belbachir and Peter M. Roth
In Proc. International Conference on Distributed Smart Cameras (ICDSC), 2012
Dense Appearance Modeling and Efficient Learning of Camera Transitions for Person Re-Identification
Martin Hirzer, Csaba Beleznai, Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. IEEE International Conference on Image Processing (ICIP), 2012
Person Re-Identification by Efficient Impostor-based Metric Learning
Martin Hirzer, Peter M. Roth and Horst Bischof
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2012
Relaxed Pairwise Learned Metric for Person Re-Identification
Martin Hirzer, Peter M. Roth, Martin Koestinger and Horst Bischof
In Proc. European Conference on Computer Vision (ECCV), 2012 The original publication is available at www.springerlink.com
Large Scale Metric Learning from Equivalence Constraints
Martin Koestinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
Synergy-based Learning of Facial Identity
Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. DAGM Symposium, 2012 Winner of the Best Paper Award
Robust Face Detection by Simple Means
Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Computer Vision in Applications Workshop (DAGM), 2012
Learn to Move: Activity Specific Motion Models for Tracking by Detection
Thomas Mauthner, Peter M. Roth and Horst Bischof
In IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS, in conjunction with ECCV), 2012
SkiTracker: Robust Outdoor PTZ-Tracking
Thomas Mauthner, Peter M. Roth, Klaus Mairinger and Horst Bischof
In Computer Vision in Applications Workshop (DAGM), 2012
Real-time Activity Repetition Detection
Markus Murschitz, Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2012
Text Localization in Unconstrained Images
Georg Poier, Jürgen Hatzl, Stefan Kluckner, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2012
Unsupervised Calibration of Camera Networks and Virtual PTZ Cameras
Horst Possegger, Matthias Rüther, Sabine Sternig, Thomas Mauthner, Manfred Klopschitz, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2012
Hough Regions for Joining Instance Localization and Segmentation
Hayko Riemenschneider, Sabine Sternig, Michael Donoser, Peter M. Roth and Horst Bischof
In Proc. European Conference on Computer Vision (ECCV), 2012
On-line Inverse Multiple Instance Boosting for Classifier Grids
Sabine Sternig, Peter M. Roth and Horst Bischof
Pattern Recognition Letters, 2012
Slow feature analysis for autonomous learning object categories from videos
Max Stricker, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2012
Detecting Partially Occluded Objects with an Implicit Shape Model Random Field
Paul Wohlhart, Michael Donoser, Peter M. Roth and Horst Bischof
In Proc. Asian Conference on Computer Vision (ACCV), 2012 Winner of the Best Paper Award
Discriminative Hough Forests for Object Detection
Paul Wohlhart, Samuel Schulter, Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. British Machine Vision Conference (BMVC), 2012
Publications 2011
Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab
Gerhard Backfried, Dorothea Aniola, Gerald Quirchmayr, Werner Winiwarter, Klaus Mak, H. C. Pilles, Christian Meurers, Martin Koestinger, Paul Wohlhart and Peter M. Roth
In Proceedings of 9. Sicherheitskonferenz Krems, 2011
OUTLIER -- Online Learning and Visualization of Unusual Events
Josef Birchbauer, Samuel Schulter, Rene Schuster, Georg Poier, Martin Winter, Peter Schallauer, Peter M. Roth and Horst Bischof
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS, Demo Session), 2011
Hough-based Tracking of Non-rigid Objects
Martin Godec, Peter M. Roth and Horst Bischof
In Proc. International Conference on Computer Vision (ICCV), 2011
Person Re-Identification by Descriptive and Discriminative Classification
Martin Hirzer, Csaba Beleznai, Peter M. Roth and Horst Bischof
In Proc. Scandinavian Conference on Image Analysis (SCIA), 2011 The original publication is available atwww.springerlink.com
Learning to Recognize Faces from Videos and Weakly Related Information Cues
Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011
Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization
Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof
In First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies, 2011
Improving Classifiers with Unlabeled Weakly-Related Videos
Christian Leistner, Martin Godec, Samuel Schulter, Amir Saffari, Manuel Werlberger and Horst Bischof
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011
Next-Generation 3D Visualization for Visual Surveillance
Peter M. Roth, Horst Bischof, Norbert Braendle, Peter Widhalm, Sven Havemann, Volker Settgast, Marcel Lancelle and Josef Birchbauer
In Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011
On-line Hough Forests
Samuel Schulter, Christian Leistner, Peter M. Roth, Luc Van Gool and Horst Bischof
In Proc. British Machine Vision Conference (BMVC), 2011
Multi-Cue Learning and Visualization of Unusual Events
Rene Schuster, Samuel Schulter, Georg Poier, Martin Hirzer, Josef Birchbauer, Peter M. Roth, Horst Bischof, Martin Winter and Peter Schallauer
In Proc. 11th IEEE Workshop on Visual Surveillance (ICCV), 2011
Multi-camera Multi-object Tracking by Robust Hough-based Homography Projections
Sabine Sternig, Thomas Mauthner, Arnold Irschara, Peter M. Roth and Horst Bischof
In Proc. 11th IEEE Workshop on Visual Surveillance (ICCV), 2011
Multiple Instance Boosting for Face Recognition in Videos
Paul Wohlhart, Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. DAGM Symposium, 2011
Learning Face Recognition in Videos from Associated Information Sources
Paul Wohlhart, Martin Koestinger, Peter M. Roth and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2011
Proc. 16th Computer Vision Winter Workshop
Andreas Wendel, Sabine Sternig and Martin Godec
Verlag der Technischen Universität Graz, 2011
Publications 2010
Multimedia Documentation Lab
Gerhard Backfried, Dorothea Aniola, Klaus Mak, H.C. Pilles, Gerald Quirchmayr, Werner Winiwarter and Peter M. Roth
In Proc. Int'l Conf. on Knowledge Management and Knowledge Technologies, 2010
Centralized Information Fusion for Learning Object Detectors in Multi-Camera Networks
Armin Berger, Peter M. Roth, Christian Leistner and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2010
Video Detection of Dangerous Goods Vehicles in Road Tunnels
Josef Birchbauer, Martin Koestinger, Paul Wohlhart, Peter M. Roth, Horst Bischof and Claudia Windisch
In Proc. Tunnel Safety and Ventilation, 2010
Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring
Horst Bischof, Martin Godec, Christian Leistner, Andreas Starzacher and Bernhard Rinner
IEEE Intelligent Systems, 2010
On-line Random Naive Bayes for Tracking
Martin Godec, Christian Leistner, Amir Saffari and Horst Bischof
In Proc. Int. Conf. on Pattern Recognition, 2010
Context-driven Clustering by Multi-class Classification in an Active Learning Framework
Martin Godec, Sabine Sternig, Peter M. Roth and Horst Bischof
In Proc. Workshop on Use of Context in Video Processing (CVPR), 2010
Audio-Visual Co-Training for Vehicle Classification
Martin Godec, Christian Leistner, Horst Bischof, Andreas Starzacher and Bernhard Rinner
In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
MIForests: Multiple-Instance Learning with Randomized Trees
Christian Leistner, Amir Saffari and Horst Bischof
In Proc. European Conf. on Computer Vision, 2010
Online Multi-View Forests for Tracking
Christian Leistner, Martin Godec, Amir Saffari and Horst Bischof
In Proc. DAGM Symposium, 2010
Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies
Thomas Mauthner, Stefan Kluckner, Peter M. Roth and Horst Bischof
In Proc. DAGM Symposium, 2010
Temporal Feature Weighting for Prototype-Based Action Recognition
Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. Asian Conf. on Computer Vision, 2010
FlowGames
Jakob Santner, Manuel Werlberger, Thomas Mauthner, Wolfgang Paier and Horst Bischof
In Proc. Workshop on Computer Vision for Computer Games (CVCG, in conjunction with CVPR), 2010
Multiple Instance Learning from Multiple Cameras
Peter M. Roth, Christian Leistner, Armin Berger and Horst Bischof
In Proc. IEEE Workshop on Camera Networks (CVPR), 2010
Automatic Detection and Reading of Dangerous Goods Plates
Peter M. Roth, Martin Koestinger, Paul Wohlhart, Horst Bischof and Josef Birchbauer
In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
Online Multi-Class LPBoost
Amir Saffari, Martin Godec, Thomas Pock, Christian Leistner and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
Robust Multi-View Boosting with Priors
Amir Saffari, Christian Leistner, Martin Godec and and Horst Bischof
In Proc. European Conf. on Computer Vision, 2010
PROST: Parallel Robust Online Simple Tracking
Jakob Santner, Christian Leistner, Amir Saffari and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
TransientBoost: On-line Boosting with Transient Data
Sabine Sternig, Martin Godec, Peter M. Roth and Horst Bischof
In Proc. IEEE Online Learning for Computer Vision Workshop (CVPR), 2010
Robust object detection by classifier cubes and local verification
Sabine Sternig, Hayko Riemenschneider, Peter M. Roth, Michael Donoser and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2010
Inverse Multiple Instance Learning for Classifier Grids
Sabine Sternig, Peter M. Roth and Horst Bischof
In Proc. IEEE Int'l Conf. on Pattern Recognition, 2010 Winner of the Best Paper Award
Learning of Scene-Specific Object Detectors by Classifier Co-Grids
Sabine Sternig, Peter M. Roth and Horst Bischof
In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
Efficient Robust Active Appearance Model Fitting
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof and Josef A. Birchbauer
In Communications in Computer and Information Science, vol. 68, Springer, 2010
3D Camera Tracking in Unknown Environments using On-line Keypoint Learning
Paul Wohlhart, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop, 2010
Online Semi-Supervised Multiple-Instance Boosting
Bernhard Zeisl, Christian Leistner, Amir Saffari and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
Audio-Visual Co-Training for Vehicle Classification
M. Godec, C. Leistner, H. Bischof, A. Starzacher and B. Rinner
In IEEE Conference on Advanced Video and Signal Based Surveillance, 2010
Planar Trademark and Logo Retrieval
Martin Koestinger, Peter M. Roth and Horst Bischof
Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-10/01, 2010 Presented at Computer Vision Winter Workshop 2010
Publications 2009
Evaluation of visual position estimation in beach volleyball
Christina Koch, Thomas Mauthner, Markus Tilp and Norbert Schrapf
International Journal of Performance Analysis in Sport 9 (3): 332-343, 2009
Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV
Markus Unger, Thomas Mauthner, Thomas Pock and Horst Bischof
In Proc. International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2009
Saliency Driven Total Variation Segmentation
Michael Donoser, Martin Urschler, Martin Hirzer and Horst Bischof
In Proc. International Conference on Computer Vision, 2009
A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking
Michael Fussenegger, Peter M. Roth, Rachid Deriche, Horst Bischof and Axel Pinz
Image and Vision Computing 27: 1157-1168, 2009
Speeding Up Semi-Supervised On-line Boosting for Tracking
Martin Godec, Helmut Grabner, Christian Leistner and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
An Automatic Hybrid Segmentation Approach for Aligned Face Portrait Images
Martin Hirzer, Martin Urschler, Horst Bischof and Josef A. Birchbauer
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
TVGraz: Multi-Modal Learning of Object Categories by Combining Textualand Visual Features
Inayatullah Khan, Amir Saffari and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
Semantic Image Classification using Consistent Regions and Individual Context
Stefan Kluckner, Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. British Machine Vision Conf., 2009
Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information
Stefan Kluckner, Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. Asian Conf. on Computer Vision, 2009
A Covariance Approximation on Euclidean Space for Visual Tracking
Stefan Kluckner, Thomas Mauthner and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2009
On Robustness of On-line Boosting - A Competitive Study
Christian Leistner, Amir R. Saffari A. A., Peter M. Roth and Horst Bischof
In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
On-line Random Forests
Amir Saffari, Christian Leistner, Jakob Santner, Martin Godec and Horst Bischof
In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
Semi-Supervised Random Forests
Christian Leistner, Amir Saffari and Horst Bischof
In Proc. Int'l Conf. on Computer Vision, 2009
Action Recognition from a Small Number of Frames
Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. Computer Vision Winter Workshop, 2009
Instant Action Recognition
Thomas Mauthner, Peter M. Roth and Horst Bischof
In Proc. Scandinavian Conf. on Image Analysis, 2009
Online Learning of Person Detectors by Co-Training from Multiple Cameras
Peter M. Roth, Christian Leistner, Helmut Grabner and Horst Bischof
In Multi-Camera Networks, Principles and Applications, 2009
Efficient Human Action Recognition by Cascaded Linear Classification
Peter M. Roth, Thomas Mauthner, Inayatulla Khan and Horst Bischof
In Proc. IEEE Workshop on Video-Oriented Object and Event Classification, 2009
Classifier Grids for Robust Adaptive Object Detection
Peter M. Roth, Sabine Sternig, Helmut Grabner and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2009
Proc. 33rd Workshop of the Austrian Association for Pattern Recognition
Peter M. Roth, Thomas Mauthner and Thomas Pock
Austrian Computer Society, 2009
Online Random Forests
Amir R. Saffari A. A., Christian Leistner and Horst Bischof
In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
Regularized Multi-Class Semi-Supervised Boosting
Amir R. Saffari A. A., Christian Leistner and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2009
Interactive Texture Segmentation using Random Forests and Total Variation
Jakob Santner, Markus Unger, Thomas Pock, Christian Leistner, Amir R. Saffari A. A. and Horst Bischof
In Proc. British Machine Vision Conf., 2009
Robust Adaptive Classifier Grids for Object Detection from Static Cameras
Sabine Sternig, Peter M. Roth, Helmut Grabner and Horst Bischof
In Proc. Computer Vision Winter Workshop, 2009
Fast-Robust PCA
Markus Storer, Peter M. Roth, Martin Urschler and Horst Bischof
In Proc. Scandinavian Conf. on Image Analysis, 2009
Active Appearance Model Fitting Under Occlusion Using Fast-Robust PCA
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof and Josef A. Birchbauer
In Proc. International Conference on Computer Vision Theory and Applications, 2009
Efficient Classification for Large-scale Problems by Multiple LDA Subspaces
Martina Uray, Peter M. Roth and Horst Bischof
In Proc. International Conference on Computer Vision Theory and Applications, 2009
Learning Person Detectors from Multiple Cameras
Peter M. Roth, Christian Leistner and Horst Bischof
Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-03/09, 2009
KIRAS-MDL State-of-the-Art Report
Martin Koestinger, Paul Wohlhart, Peter M. Roth and Horst Bischof
Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-09/09, 2009
Publications 2008
Semi-Supervised Boosting using Visual Similarity Learning
Christian Leistner, Helmut Grabner and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2008
Robust Tracking of Spatial Related Components
Thomas Mauthner, Michael Donoser and Horst Bischof
In Proc. International Conference on Pattern Recognition (ICPR), 2008
A Probabilistic Approach for Tracking Fibers
Michael Donoser, Thomas Mauthner and Horst Bischof
In Proc. International Conference on Pattern Recognition (ICPR), 2008
Semi-Supervised Boosting On-line Boosting for Robust Tracking
Helmut Grabner, Christian Leistner and Horst Bischof
In Proc. European Conf. on Computer Vision, 2008
Time-dependent On-line Boosting for Robust Background Modeling
Helmut Grabner, Christian Leistner and Horst Bischof
In Proc. International Conference on Computer Vision Theory and Applications, 2008
Visual On-line Learning in Distributed Camera Networks
Christian Leistner, Peter M. Roth, Helmut Grabner, Andreas Starzacher, Horst Bischof and Bernhard Rinner
In Proc. Int'l Conf. on Distributed Smart Cameras, 2008
Conservative Learning for Object Detectors
Peter M. Roth and Horst Bischof
In Machine Learning Techniques for Multimedia, Springer, 2008
Active Sampling via Tracking
Peter M. Roth and Horst Bischof
In Proc. IEEE Online Learning for Classification Workshop (CVPR), 2008
InterActive Learning a Person Detector: Fewer Clicks - Less Frustration
Peter M. Roth, Helmut Grabner, Christian Leistner, Martin Winter and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition, 2008
3D tracking in unknown environments using on-line keypoint learning for mobile augmented reality
Schall, G., Grabner, H., Grabner, M., Wohlhart, P., Schmalstieg, D. and Bischof, H.
In Proc. IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2008
Marker Detection for Augmented Reality Applications
Martin Hirzer
Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-08/05, 2008
Survey of Appearance-based Methods for Object Recognition
Peter M. Roth and Martin Winter
Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-01/08, 2008
Publications 2007
Visual Tracking of Athletes in Beach Volleyball Using a Single Camera
Thomas Mauthner, Christina Koch, Markus Tilp and Horst Bischof
International Journal of Computer Science in Sport (IJCSS) 6 (2): 83-91, 2007 The original publication is available at iacss.org
A Robust Multiple Object Tracking for Sport Applications
Thomas Mauthner and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2007
Eigenboosting: Combining Discriminative and Generative Information
Helmut Grabner, Peter M. Roth and Horst Bischof
In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2007
Is Pedestrian Detection Really a Hard Task?
Helmut Grabner, Peter M. Roth and Horst Bischof
In Proc. IEEE Intern. Workshop on Performance Evaluation of Tracking and Surveillance (PETS), 2007
Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches
Martina Uray, Danijel Skočaj, Peter M. Roth, Horst Bischof and Aleš Leonardis
In Proc. British Machine Vision Conference (BMVC), 2007
Publications 2006
On-line, incremental learning of a robust active shape model
Michael Fussenegger, Peter M. Roth, Horst Bischof and Axel Pinz
In Proc. DAGM Symposium, 2006
Autonomous Learning of a Robust Background Model for Change Detection
Helmut Grabner, Peter M. Roth, Michael Grabner and Horst Bischof
In Proc. IEEE Intern. Workshop on Performance Evaluation of Tracking and Surveillance (PETS), 2006
On-line Learning a Person Model from Video Data
Peter M. Roth and Horst Bischof
In Video Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2006
Region matching for omnidirectional images using virtual camera planes
Thomas Mauthner, Friedrich Fraundorfer and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2006
Tracking for Learning an Object Representation from Unlabeled Data
Peter M. Roth, Michael Donoser and Horst Bischof
In Proc. Computer Vision Winter Workshop (CVWW), 2006
On-line Learning of Unknown Hand Held Objects via Tracking
Peter M. Roth, Michael Donoser and Horst Bischof
In Proc. Second Intern. Cognitive Vision Workshop, 2006
Incremental Robust Learning an Active Shape Model
Peter M. Roth, Michael Fussenegger, Axel Pinz and Horst Bischof
In Proc. Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM), 2006
Publications 2005
Object Detection with Bootstrapped Learning
Peter M. Roth, Horst Bischof, Danijel Skocaj and Ales Leonardis
In Proc. Computer Vision Winter Workshop (CVWW), 2005
Conservative Visual Learning for Object Detection with Minimal HandLabeling Effort
Peter M. Roth, Helmut Grabner, Danijel Skocaj, Horst Bischof and Ales Leonardis
In Proc. DAGM Symposium, 2005
On-line conservative learning for person detection
Peter M. Roth, Helmut Grabner, Danijel Skocaj, Horst Bischof and Ales Leonardis
In Proc. IEEE Intern. Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS), 2005
