| 2024 | MICCAI | A Lesion-Aware Edge-Based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. | Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman |
| 2022 | AVSS | FRIDA: Fisheye Re-Identification Dataset with Annotations. | Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar |
| 2022 | WACV | WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras. | Mustafa Ozan Tezcan, Zhihao Duan, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad |
| 2021 | AVSS | Geometry-Based Person Re-Identification in Fisheye Stereo. | Joshua Bone, Mertcan Cokbas, Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar |
| 2021 | AVSS | PETS2021: Through-foliage detection and tracking challenge and evaluation. | Jose Luis Patino, Jonathan N. Boyle, James M. Ferryman, Jonas Auer, Julian Pegoraro, Roman P. Pflugfelder, Mertcan Cokbas, Janusz Konrad, Prakash Ishwar, Giulia Slavic, Lucio Marcenaro, Yifan Jiang, Youngsaeng Jin, Hanseok Ko, Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu |
| 2020 | CVPR | A Cyclically-Trained Adversarial Network for Invariant Representation Learning. | Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2020 | CVPR | Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. | Mertcan Cokbas, Prakash Ishwar, Janusz Konrad |
| 2020 | CVPR | RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. | Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad |
| 2020 | WACV | BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. | Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad |
| 2019 | AVSS | Supervised People Counting Using An Overhead Fisheye Camera. | Shengye Li, Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad |
| 2019 | ICIP | CNN-Based Indoor Occupant Localization via Active Scene Illumination. | Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad |
| 2018 | CVPR | VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. | Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2018 | CVPR | Privacy-Preserving Indoor Localization via Active Scene Illumination. | Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar |
| 2017 | ICASSP | Privacy-preserving indoor localization via light transport analysis. | Jinyuan Zhao, Prakash Ishwar, Janusz Konrad |
| 2017 | WACV | Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. | Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2016 | AVSS | Privacy-preserving, indoor occupant localization using a network of single-pixel sensors. | Douglas Roeper, Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2016 | CVPR | Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style. | Jonathan Wu, Prakash Ishwar, Janusz Konrad |
| 2016 | ICIP | Towards automatic assessment of compulsive hoarding from images. | Alexander Tooke, Janusz Konrad, Jordana Muroff |
| 2015 | CVPR | Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras. | Ji Dai, Jonathan Wu, Behrouz Saghafi, Janusz Konrad, Prakash Ishwar |
| 2015 | DATE | Dictionary-based sparse representation for resolution improvement in laser voltage imaging of CMOS integrated circuits. | T. Berkin Cilingiroglu, Mahmoud Zangeneh, Aydan Uyar, W. Clem Karl, Janusz Konrad, Ajay Joshi, Bennett B. Goldberg, M. Selim nl |
| 2015 | ICIP | Towards privacy-preserving recognition of human activities. | Ji Dai, Behrouz Saghafi, Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2015 | ICIP | Learning-based depth estimation from 2D images using GIST and saliency. | Jose L. Herrera, Janusz Konrad, Carlos R. del-Blanco, Narciso Garca |
| 2015 | ICIP | Leveraging shape and depth in user authentication from in-air hand gestures. | Jonathan Wu, James Christianson, Janusz Konrad, Prakash Ishwar |
| 2014 | AVSS | Silhouettes versus skeletons in gesture-based authentication with Kinect. | Jonathan Wu, Prakash Ishwar, Janusz Konrad |
| 2014 | CVPR | CDnet 2014: An Expanded Change Detection Benchmark Dataset. | Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar |
| 2014 | CVPR | The Value of Multiple Viewpoints in Gesture-Based User Authentication. | Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2013 | ICASSP | Dictionary based image enhancement for integrated circuit imaging. | T. Berkin Cilingiroglu, Ahmet Tuysuzoglu, William Clement Karl, Janusz Konrad, M. S. nl, Bennett B. Goldberg |
| 2013 | ICASSP | Dynamic time warping for gesture-based user identification and authentication with Kinect. | Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2012 | AVSS | Detection and Summarization of Salient Events in Coastal Environments. | Daniel Cullen, Janusz Konrad, Thomas D. C. Little |
| 2012 | AVSS | Towards Gesture-Based User Authentication. | Kam Lai, Janusz Konrad, Prakash Ishwar |
| 2012 | CVPR | Changedetection.net: A new change detection benchmark dataset. | Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar |
| 2012 | CVPR | 2D-to-3D image conversion by learning depth from examples. | Janusz Konrad, Meng Wang, Prakash Ishwar |
| 2011 | CVPR | Image saliency: From intrinsic to extrinsic context. | Meng Wang, Janusz Konrad, Prakash Ishwar, Kevin Jing, Henry A. Rowley |
| 2010 | AVSS | Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2010 | ICASSP | Action change detection in video by covariance matching of silhouette tunnels. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2010 | ICPR | Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2008 | ICIP | Motion segmentation and abnormal behavior detection via behavior clustering. | Erhan Baki Ermis, Venkatesh Saligrama, Pierre-Marc Jodoin, Janusz Konrad |
| 2008 | ICIP | Motion detection with an unstable camera. | Pierre-Marc Jodoin, Janusz Konrad, Venkatesh Saligrama, Vincent Veilleux-Gaboury |
| 2008 | ICIP | Motion detection with false discovery rate control. | J. Mike McHugh, Janusz Konrad, Venkatesh Saligrama, Pierre-Marc Jodoin, David A. Castan |
| 2006 | ICASSP | Modeling Motion for Spatial Scalability. | Nikola Bozinovic, Janusz Konrad |
| 2006 | ICIP | Light and Fast Statistical Motion Detection Method Based on Ergodic Model. | Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad |
| 2005 | ICASSP | On the Importance of Motion Invertibility in MCTF/DWT Video Coding. | Nikola Bozinovic, Janusz Konrad, Wei Zhao, Carlos Vzquez |
| 2005 | ICASSP | Geometry-based estimation of occlusions from video frame pairs. | Serdar Ince, Janusz Konrad |
| 2004 | ICASSP | (N, 0) motion-compensated lifting-based wavelet transform. | Thomas Andr, Marco Cagnazzo, Marc Antonini, Michel Barlaud, Nikola Bozinovic, Janusz Konrad |
| 2004 | ICASSP | Mesh-based motion models for wavelet video coding. | Nikola Bozinovic, Janusz Konrad |
| 2004 | ICASSP | Joint space-time image sequence segmentation: object tunnels and occlusion volumes. | Mirko Ristivojevic, Janusz Konrad |
| 2004 | VCIP | Transversal versus lifting approach to motion-compensated temporal discrete wavelet transform of image sequences: equivalence and tradeoffs. | Janusz Konrad |
| 2004 | VCIP | Joint space-time motion-based video segmentation and occlusion detection using multiphase level sets. | Mirko Ristivojevic, Janusz Konrad |
| 2004 | VCIP | Multiple motion and occlusion segmentation with a multiphase level set method. | Yonggang Shi, Janusz Konrad, William Clement Karl |
| 2003 | ICIP | Linear shift-variant filtering for POCS of reconstruction irregularly sampled images. | Ryszard Stasinski, Janusz Konrad |
| 2003 | VCIP | Scan order and quantization for 3D-DCT coding. | Nikola Bozinovic, Janusz Konrad |
| 2002 | ICIP | Interpretation of uniform translational image motion: DCT versus FT. | Nikola Bozinovic, Janusz Konrad |
| 2002 | ICIP | Joint space-time image sequence segmentation based on volume competition and level sets. | Mirko Ristivojevic, Janusz Konrad |
| 2002 | ICIP | Reconstruction of irregularly-sampled images by regularization in spline spaces. | Carlos Vzquez, Janusz Konrad, Eric Dubois |
| 2001 | ICIP | A comparative evaluation of algorithms for fast computation of level set PDEs with applications to motion segmentation. | Abdol-Reza Mansouri, Thierry Chomaud, Janusz Konrad |
| 2001 | VCIP | Estimation of large-amplitude motion and disparity fields: application to intermediate view reconstruction. | Moustapha Kardouchi, Janusz Konrad, Carlos Vzquez |
| 2000 | ICIP | Topology-Independent Region Tracking with Level Sets. | Abdol-Reza Mansouri, Antoine Olivier, Janusz Konrad |
| 2000 | ICIP | POCS-Based Image Reconstruction from Irregularly-Spaced Samples. | Ryszard Stasinski, Janusz Konrad |
| 2000 | ICIP | Wavelet-Based Reconstruction of Irregularly-Sampled Images: Application to Stereo Imaging. | Carlos Vzquez, Janusz Konrad, Eric Dubois |
| 1999 | ICIP | Region-Based Image Compression Using Fractals and Shape-Adaptive DCT. | Kamel Belloulata, Ryszard Stasinski, Janusz Konrad |
| 1999 | ICIP | Motion Segmentation with Level Sets. | Abdol-Reza Mansouri, Janusz Konrad |
| 1998 | ICIP | Arithmetic Coding of a Lossless Contour-Based Representation of Label Images. | Lilian Labelle, Daniel Lauzon, Janusz Konrad, Eric Dubois |
| 1998 | ICIP | Selective Image Diffusion: Application to Disparity Estimation. | Abdol-Reza Mansouri, Amar Mitiche, Janusz Konrad |
| 1998 | ICIP | Reduced-Complexity Shape-Adaptive DCT for Region-based Image Coding. | Ryszard Stasinski, Janusz Konrad |
| 1997 | ICIP | Estimation of Nonlinear Transfer Curves for Conversion of Color Images to a Known Color Space. | Eric Dubois, Janusz Konrad |
| 1996 | ICIP | Coding-oriented video segmentation inspired by MRF models. | Janusz Konrad, Viet-Nam Dang |
| 1995 | ICASSP | Interpolative coding of image sequences using temporal linking of motion-based segmentation. | Laurent Bonnaud, Claude Labit, Janusz Konrad |
| 1995 | ICIP | Motion estimation for region-based video coding. | Viet-Nam Dang, Abdol-Reza Mansouri, Janusz Konrad |
| 1995 | ICIP | Region-adaptive transform based on a stochastic model. | Christoph Stiller, Janusz Konrad |
| 1994 | ICIP | Estimation of Trajectories for Accelerated Motion from Time-Varying Imagery. | Michel Chahine, Janusz Konrad |
| 1994 | ICIP | Motion Estimation and Compensation Under Varying Illumination. | Paolo Treves, Janusz Konrad |
| 1993 | ICASSP | Motion estimation and motion-compensated filtering of video signals. | Eric Dubois, Janusz Konrad |
| 1992 | ICASSP | On the design of finite wordlength IIR filters for video applications. | Janusz Konrad, Jan Radecki, Eric Dubois |
| 1991 | ICASSP | Design of finite wordlength IIR filters with prescribed magnitude, group delay and stability properties using simulated annealing. | Jan Radecki, Janusz Konrad, Eric Dubois |
| 1990 | ECCV | A Comparison Of Stochastic And Deterministic Solution Methods In Bayesian Estimation Of 2-D Motion. | Janusz Konrad, Eric Dubois |
| 1990 | ICASSP | Use of colour information in Bayesian estimation of 2-D motion. | Janusz Konrad, Eric Dubois |
| 1988 | ICASSP | Estimation of image motion fields: Bayesian formulation and stochastic solution. | Janusz Konrad, Eric Dubois |
| 1988 | ICCV | Multigrid Bayesian Estimation Of Image Motion Using Stochastic Relaxation. | Janusz Konrad, Eric Dubois |