Piater, Justus H.

27 publications

ECML-PKDD 2025 Sparsifying Instance Segmentation Models for Efficient Vision-Based Industrial Recycling Melanie Neubauer, Ozan Özdenizci, Justus H. Piater, Elmar Rueckert

AAAI 2024 Colored Noise in PPO: Improved Exploration and Performance Through Correlated Action Sampling Jakob J. Hollenstein, Georg Martius, Justus H. Piater

JAIR 2022 DeepSym: Deep Symbol Generation and Rule Learning for Planning from Unsupervised Robot Interaction Alper Ahmetoglu, M. Yunus Seker, Justus H. Piater, Erhan Öztop, Emre Ugur

JAIR 2020 Using Machine Learning for Decreasing State Uncertainty in Planning Senka Krivic, Michael Cashmore, Daniele Magazzeni, Sándor Szedmák, Justus H. Piater

WACV 2017 Can Affordances Guide Object Decomposition into Semantically Meaningful Parts? Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater

IJCAI 2017 Decreasing Uncertainty in Planning with State Prediction Senka Krivic, Michael Cashmore, Daniele Magazzeni, Bram Ridder, Sándor Szedmák, Justus H. Piater

ECCV 2016 Integration of Probabilistic Pose Estimates from Multiple Views Özgür Erkent, Dadhichi Shukla, Justus H. Piater

MLJ 2016 Learning Undirected Graphical Models Using Persistent Sequential Monte Carlo Hanchen Xiong, Sándor Szedmák, Justus H. Piater

WACV 2016 Monocular Obstacle Avoidance for Blind People Using Probabilistic Focus of Expansion Estimation Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater

IJCAI 2013 Homogeneity Analysis for Object-Action Relation Reasoning in Kitchen Scenarios Hanchen Xiong, Sándor Szedmák, Justus H. Piater

ECCV 2010 Hand Modeling and Tracking for Video-Based Sign Language Recognition by Robust Principal Component Analysis Wei Du, Justus H. Piater

ECCVW 2010 Hand Modeling and Tracking for Video-Based Sign Language Recognition by Robust Principal Component Analysis Wei Du, Justus H. Piater

ECCV 2008 A Probabilistic Approach to Integrating Multiple Cues in Visual Tracking Wei Du, Justus H. Piater

CVPR 2007 Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models Fabien Scalzo, Justus H. Piater

JAIR 2007 Closed-Loop Learning of Visual Control Policies Sébastien Jodogne, Justus H. Piater

CVPR 2007 On-Line Simultaneous Learning and Tracking of Visual Feature Graphs Arnaud Declercq, Justus H. Piater

ECML-PKDD 2006 Approximate Policy Iteration for Closed-Loop Learning of Visual Tasks Sébastien Jodogne, Cyril Briquet, Justus H. Piater

ECML-PKDD 2006 Task-Driven Discretization of the Joint Space of Visual Percepts and Continuous Actions Sébastien Jodogne, Justus H. Piater

ICML 2005 Interactive Learning of Mappings from Visual Percepts to Actions Sébastien Jodogne, Justus H. Piater

CVPR 2005 Random Subwindows for Robust Image Classification Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel

CVPR 2005 Statistical Learning of Visual Feature Hierarchies Fabien Scalzo, Justus H. Piater

CVPRW 2005 Statistical Learning of Visual Feature Hierarchies Fabien Scalzo, Justus H. Piater

CVPR 2005 Task-Driven Learning of Spatial Combinations of Visual Features Sébastien Jodogne, Fabien Scalzo, Justus H. Piater

CVPRW 2005 Task-Driven Learning of Spatial Combinations of Visual Features Sébastien Jodogne, Fabien Scalzo, Justus H. Piater

ICML 2000 Constructive Feature Learning and the Development of Visual Expertise Justus H. Piater, Roderic A. Grupen

CVPR 1999 Toward Learning Visual Discrimination Strategies Justus H. Piater, Roderic A. Grupen

ICML 1998 A Randomized ANOVA Procedure for Comparing Performance Curves Justus H. Piater, Paul R. Cohen, Xiaoqin Zhang, Michael Atighetchi