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2020 – today
- 2024
[i14]Yifan Wu, Tianyi Cheng, Peixu Xin, Janusz Konrad:
FBINeRF: Feature-Based Integrated Recurrent Network for Pinhole and Fisheye Neural Radiance Fields. CoRR abs/2408.01878 (2024)- [i13]Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman:
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. CoRR abs/2409.02303 (2024) - 2023
- [j39]Mertcan Cokbas
, Prakash Ishwar, Janusz Konrad:
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images. IEEE Access 11: 46095-46106 (2023) - [c97]Saurav Chennuri, Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Swathi Kiran, Archana Venkataraman, Janusz Konrad, Prakash Ishwar, Margrit Betke:
Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data. ICCV (Workshops) 2023: 2636-2645 - [c96]Zhangchi Lu, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Estimating Distances Between People Using a Single Overhead Fisheye Camera with Application to Social-Distancing Oversight. VISIGRAPP (5: VISAPP) 2023: 528-535 - [i12]Zhangchi Lu, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Estimating Distances Between People using a Single Overhead Fisheye Camera with Application to Social-Distancing Oversight. CoRR abs/2303.11520 (2023) - 2022
- [c95]Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar:
FRIDA: Fisheye Re-Identification Dataset with Annotations. AVSS 2022: 1-8 - [c94]Mustafa Ozan Tezcan, Zhihao Duan, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras. WACV 2022: 1381-1390 - [i11]Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar:
FRIDA: Fisheye Re-Identification Dataset with Annotations. CoRR abs/2210.01582 (2022) - [i10]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images. CoRR abs/2212.11477 (2022) - 2021
- [j38]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction. IEEE Access 9: 53849-53860 (2021) - [j37]Qili Zeng, Mustafa Ozan Tezcan, Janusz Konrad:
Dynamic Equilibrium Module for Action Recognition. IEEE Access 9: 168015-168025 (2021) - [c93]Joshua Bone, Mertcan Cokbas, Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar:
Geometry-Based Person Re-Identification in Fisheye Stereo. AVSS 2021: 1-10 - [c92]Jose Luis Patino, Jonathan 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:
PETS2021: Through-foliage detection and tracking challenge and evaluation. AVSS 2021: 1-10 - [c91]Minxu Peng, Mertcan Cokbas, Unay Dorken Gallastegi, Prakash Ishwar, Janusz Konrad, Brian Kulis, Vivek K. Goyal:
Convolutional Neural Network Denoising of Focused Ion Beam Micrographs. MLSP 2021: 1-6 - [i9]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-AgnosticSupervised Background Subtraction. CoRR abs/2101.09585 (2021) - 2020
- [c90]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. CVPR Workshops 2020: 398-406 - [c89]Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad:
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. CVPR Workshops 2020: 2700-2709 - [c88]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
A Cyclically-Trained Adversarial Network for Invariant Representation Learning. CVPR Workshops 2020: 3393-3402 - [c87]Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. WACV 2020: 2763-2772 - [i8]Hiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad:
VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. CoRR abs/2003.00641 (2020) - [i7]Mertcan Cokbas, Prakash Ishwar, Janusz Konrad:
Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. CoRR abs/2004.05685 (2020) - [i6]Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad:
RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. CoRR abs/2005.11623 (2020)
2010 – 2019
- 2019
- [j36]Napa Sae-Bae, Jonathan Wu, Nasir D. Memon, Janusz Konrad, Prakash Ishwar:
Emerging NUI-Based Methods for User Authentication: A New Taxonomy and Survey. IEEE Trans. Biom. Behav. Identity Sci. 1(1): 5-31 (2019) - [c86]Shengye Li, Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad:
Supervised People Counting Using An Overhead Fisheye Camera. AVSS 2019: 1-8 - [c85]Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad:
CNN-Based Indoor Occupant Localization via Active Scene Illumination. ICIP 2019: 2636-2640 - [c84]Hiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad:
Vae/Wgan-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images. MLSP 2019: 1-6 - [i5]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
A Cyclically-Trained Adversarial Network for Invariant Representation Learning. CoRR abs/1906.09313 (2019) - [i4]Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar:
A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. CoRR abs/1907.11371 (2019) - 2018
- [j35]Zhiming Luo, Frederic Branchaud-Charron, Carl Lemaire, Janusz Konrad, Shaozi Li, Akshaya Mishra, Andrew Achkar, Justin A. Eichel, Pierre-Marc Jodoin:
MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization. IEEE Trans. Image Process. 27(10): 5129-5141 (2018) - [c83]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. CVPR Workshops 2018: 1570-1579 - [c82]Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar:
Privacy-Preserving Indoor Localization via Active Scene Illumination. CVPR Workshops 2018: 1580-1589 - [c81]Mustafa Ozan Tezcan, Janusz Konrad, Jordana Muroff:
Automatic Assessment of Hoarding Clutter from Images Using Convolutional Neural Networks. SSIAI 2018: 1-4 - [i3]Jiawei Chen, Janusz Konrad, Prakash Ishwar:
VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. CoRR abs/1803.07100 (2018) - 2017
- [c80]Jinyuan Zhao, Prakash Ishwar, Janusz Konrad:
Privacy-preserving indoor localization via light transport analysis. ICASSP 2017: 3331-3335 - [c79]Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. WACV 2017: 139-147 - 2016
- [c78]Douglas Roeper, Jiawei Chen, Janusz Konrad, Prakash Ishwar:
Privacy-preserving, indoor occupant localization using a network of single-pixel sensors. AVSS 2016: 214-220 - [c77]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style. CVPR Workshops 2016: 110-118 - [c76]Alexander Tooke, Janusz Konrad, Jordana Muroff:
Towards automatic assessment of compulsive hoarding from images. ICIP 2016: 1324-1328 - [c75]Jiawei Chen, Jonathan Wu, Kristi Richter, Janusz Konrad, Prakash Ishwar:
Estimating head pose orientation using extremely low resolution images. SSIAI 2016: 65-68 - [i2]Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. CoRR abs/1610.03898 (2016) - 2015
- [j34]Amit K. Roy-Chowdhury, Mohan S. Kankanhalli, Janusz Konrad, Christian Micheloni, Pramod K. Varshney:
Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media. IEEE J. Sel. Top. Signal Process. 9(2): 201-203 (2015) - [c74]Ji Dai, Jonathan Wu, Behrouz Saghafi, Janusz Konrad, Prakash Ishwar:
Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras. CVPR Workshops 2015: 68-76 - [c73]T. Berkin Cilingiroglu, Mahmoud Zangeneh, Aydan Uyar, W. Clem Karl, Janusz Konrad, Ajay Joshi, Bennett B. Goldberg, M. Selim Ünlü:
Dictionary-based sparse representation for resolution improvement in laser voltage imaging of CMOS integrated circuits. DATE 2015: 597-600 - [c72]Jonathan Wu, James Christianson, Janusz Konrad, Prakash Ishwar:
Leveraging shape and depth in user authentication from in-air hand gestures. ICIP 2015: 3195-3199 - [c71]Ji Dai, Behrouz Saghafi, Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Towards privacy-preserving recognition of human activities. ICIP 2015: 4238-4242 - [c70]Jose L. Herrera, Janusz Konrad, Carlos R. del-Blanco, Narciso García:
Learning-based depth estimation from 2D images using GIST and saliency. ICIP 2015: 4753-4757 - 2014
- [j33]Nil Goyette, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Prakash Ishwar:
A Novel Video Dataset for Change Detection Benchmarking. IEEE Trans. Image Process. 23(11): 4663-4679 (2014) - [c69]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
Silhouettes versus skeletons in gesture-based authentication with Kinect. AVSS 2014: 99-106 - [c68]Jonathan Wu, Janusz Konrad, Prakash Ishwar:
The Value of Multiple Viewpoints in Gesture-Based User Authentication. CVPR Workshops 2014: 90-97 - [c67]Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar:
CDnet 2014: An Expanded Change Detection Benchmark Dataset. CVPR Workshops 2014: 393-400 - [c66]Jonathan Wu, Prakash Ishwar, Janusz Konrad:
The value of posture, build and dynamics in gesture-based user authentication. IJCB 2014: 1-8 - 2013
- [j32]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition From Video Using Feature Covariance Matrices. IEEE Trans. Image Process. 22(6): 2479-2494 (2013) - [j31]Janusz Konrad, Meng Wang, Prakash Ishwar, Chen Wu, Debargha Mukherjee:
Learning-Based, Automatic 2D-to-3D Image and Video Conversion. IEEE Trans. Image Process. 22(9): 3485-3496 (2013) - [c65]T. Berkin Cilingiroglu, Ahmet Tuysuzoglu, William Clement Karl, Janusz Konrad, M. S. Ünlü, Bennett B. Goldberg:
Dictionary based image enhancement for integrated circuit imaging. ICASSP 2013: 1869-1873 - [c64]Jonathan Wu, Janusz Konrad, Prakash Ishwar:
Dynamic time warping for gesture-based user identification and authentication with Kinect. ICASSP 2013: 2371-2375 - [p2]Janusz Konrad:
Signal Processing for 3D Displays. Emerging Technologies for 3D Video 2013: 275-294 - 2012
- [j30]Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad:
Behavior Subtraction. IEEE Trans. Image Process. 21(9): 4244-4255 (2012) - [c63]Daniel Cullen, Janusz Konrad, Thomas D. C. Little:
Detection and Summarization of Salient Events in Coastal Environments. AVSS 2012: 7-12 - [c62]Kam Lai, Janusz Konrad, Prakash Ishwar:
Towards Gesture-Based User Authentication. AVSS 2012: 282-287 - [c61]Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar:
Changedetection.net: A new change detection benchmark dataset. CVPR Workshops 2012: 1-8 - [c60]Janusz Konrad, Meng Wang, Prakash Ishwar:
2D-to-3D image conversion by learning depth from examples. CVPR Workshops 2012: 16-22 - [c59]Janusz Konrad, G. Brown, Meng Wang, Prakash Ishwar, Chen Wu, Debargha Mukherjee:
Automatic 2D-to-3D image conversion using 3D examples from the internet. SD&A 2012: 82880F - [c58]Meng Wang, Prakash Ishwar, Janusz Konrad, Cenk Gazen, Rohit Saboo:
Coherent image selection using a fast approximation to the generalized traveling salesman problem. ACM Multimedia 2012: 981-984 - [c57]Kam Lai, Janusz Konrad, Prakash Ishwar:
A gesture-driven computer interface using Kinect. SSIAI 2012: 185-188 - 2011
- [c56]Meng Wang, Janusz Konrad, Prakash Ishwar, Kevin Jing, Henry A. Rowley:
Image saliency: From intrinsic to extrinsic context. CVPR 2011: 417-424 - 2010
- [j29]Venkatesh Saligrama, Janusz Konrad, Pierre-Marc Jodoin:
Video Anomaly Identification. IEEE Signal Process. Mag. 27(5): 18-33 (2010) - [j28]Rama Chellappa, Wendi Rabiner Heinzelman, Janusz Konrad, Dan Schonfeld, Marilyn Wolf:
Special Section on Distributed Camera Networks: Sensing, Processing, Communication, and Implementation. IEEE Trans. Image Process. 19(10): 2513-2515 (2010) - [c55]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow. AVSS 2010: 188-195 - [c54]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action change detection in video by covariance matching of silhouette tunnels. ICASSP 2010: 1110-1113 - [c53]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels. ICPR Contests 2010: 294-305
2000 – 2009
- 2009
- [j27]J. Mike McHugh, Janusz Konrad, Venkatesh Saligrama, Pierre-Marc Jodoin:
Foreground-Adaptive Background Subtraction. IEEE Signal Process. Lett. 16(5): 390-393 (2009) - [j26]Zhuang Li, Prakash Ishwar, Janusz Konrad:
Video Condensation by Ribbon Carving. IEEE Trans. Image Process. 18(11): 2572-2583 (2009) - [c52]Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad:
Implicit Active-Contouring with MRF. ICIAR 2009: 178-190 - [c51]Mirko Ristivojevic, Janusz Konrad:
Multi-Frame Motion Detection for Active/Unstable Cameras. SIBGRAPI 2009: 284-290 - [c50]Kai Guo, Prakash Ishwar, Janusz Konrad:
Action Recognition in Video by Covariance Matching of Silhouette Tunnels. SIBGRAPI 2009: 299-306 - [i1]Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad:
Behavior Subtraction. CoRR abs/0910.2917 (2009) - 2008
- [j25]Serdar Ince, Janusz Konrad:
Occlusion-Aware View Interpolation. EURASIP J. Image Video Process. 2008 (2008) - [j24]Serdar Ince, Janusz Konrad:
Occlusion-Aware Optical Flow Estimation. IEEE Trans. Image Process. 17(8): 1443-1451 (2008) - [c49]Erhan Baki Ermis, Venkatesh Saligrama, Pierre-Marc Jodoin, Janusz Konrad:
Abnormal behavior detection and behavior matching for networked cameras. ICDSC 2008: 1-10 - [c48]Pierre-Marc Jodoin, Janusz Konrad, Venkatesh Saligrama:
Modeling background activity for behavior subtraction. ICDSC 2008: 1-10 - [c47]Pierre-Marc Jodoin, Janusz Konrad, Venkatesh Saligrama, Vincent Veilleux-Gaboury:
Motion detection with an unstable camera. ICIP 2008: 229-232 - [c46]Erhan Baki Ermis, Venkatesh Saligrama, Pierre-Marc Jodoin, Janusz Konrad:
Motion segmentation and abnormal behavior detection via behavior clustering. ICIP 2008: 769-772 - [c45]J. Mike McHugh, Janusz Konrad, Venkatesh Saligrama, Pierre-Marc Jodoin, David A. Castañón:
Motion detection with false discovery rate control. ICIP 2008: 873-876 - 2007
- [j23]Janusz Konrad:
Videopsy: dissecting visual data in space-time. IEEE Commun. Mag. 45(1): 34-42 (2007) - [j22]Janusz Konrad, Michael Halle:
3-D Displays and Signal Processing. IEEE Signal Process. Mag. 24(6): 97-111 (2007) - [j21]Peter J. McNerney, Janusz Konrad, Margrit Betke:
Block-Based MAP Disparity Estimation Under Alpha-Channel Constraints. IEEE Trans. Circuits Syst. Video Technol. 17(6): 785-789 (2007) - [j20]Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad:
Statistical Background Subtraction Using Spatial Cues. IEEE Trans. Circuits Syst. Video Technol. 17(12): 1758-1763 (2007) - 2006
- [j19]Janusz Konrad, P. Agniel:
Subsampling models and anti-alias filters for 3-D automultiscopic displays. IEEE Trans. Image Process. 15(1): 128-140 (2006) - [j18]Mirko Ristivojevic, Janusz Konrad:
Space-time image sequence analysis: object tunnels and occlusion volumes. IEEE Trans. Image Process. 15(2): 364-376 (2006) - [c44]Nikola Bozinovic, Janusz Konrad:
Modeling Motion for Spatial Scalability. ICASSP (2) 2006: 29-32 - [c43]Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad:
Background Subtraction Framework Based on Local Spatial Distributions. ICIAR (1) 2006: 370-380 - [c42]Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad:
Light and Fast Statistical Motion Detection Method Based on Ergodic Model. ICIP 2006: 1053-1056 - 2005
- [j17]Nikola Bozinovic, Janusz Konrad:
Motion analysis in 3D DCT domain and its application to video coding. Signal Process. Image Commun. 20(6): 510-528 (2005) - [j16]Carlos Vázquez, Eric Dubois, Janusz Konrad:
Reconstruction of nonuniformly sampled images in spline spaces. IEEE Trans. Image Process. 14(6): 713-725 (2005) - [c41]Janusz Konrad, Nikola Bozinovic:
Importance of motion in motion-compensated temporal discrete wavelet transforms. Electronic Imaging: Image and Video Communications and Processing 2005 - [c40]Nikola Bozinovic, Janusz Konrad, Wei Zhao, Carlos Vázquez:
On the Importance of Motion Invertibility in MCTF/DWT Video Coding. ICASSP (2) 2005: 49-52 - [c39]Serdar Ince, Janusz Konrad:
Geometry-based estimation of occlusions from video frame pairs. ICASSP (2) 2005: 933-936 - 2004
- [c38]Nikola Bozinovic, Janusz Konrad, Thomas André, Marc Antonini, Michel Barlaud:
Motion-compensated lifted wavelet video coding: Toward optimal motion/transform configuration. EUSIPCO 2004: 1975-1978 - [c37]Mirko Ristivojevic, Janusz Konrad:
Joint space-time image sequence segmentation: object tunnels and occlusion volumes. ICASSP (3) 2004: 9-12 - [c36]Thomas André, Marco Cagnazzo, Marc Antonini, Michel Barlaud, Nikola Bozinovic, Janusz Konrad:
(N, 0) motion-compensated lifting-based wavelet transform. ICASSP (3) 2004: 121-124 - [c35]Nikola Bozinovic, Janusz Konrad:
Mesh-based motion models for wavelet video coding. ICASSP (3) 2004: 141-144 - [c34]Janusz Konrad:
Transversal versus lifting approach to motion-compensated temporal discrete wavelet transform of image sequences: equivalence and tradeoffs. VCIP 2004 - [c33]Mirko Ristivojevic, Janusz Konrad:
Joint space-time motion-based video segmentation and occlusion detection using multiphase level sets. VCIP 2004 - [c32]Yonggang Shi, Janusz Konrad, William Clement Karl:
Multiple motion and occlusion segmentation with a multiphase level set method. VCIP 2004 - 2003
- [j15]Abdol-Reza Mansouri, Janusz Konrad:
Multiple motion segmentation with level sets. IEEE Trans. Image Process. 12(2): 201-220 (2003) - [c31]Ryszard Stasinski, Janusz Konrad:
Linear shift-variant filtering for POCS of reconstruction irregularly sampled images. ICIP (3) 2003: 689-692 - [c30]Nikola Bozinovic, Janusz Konrad:
Scan order and quantization for 3D-DCT coding. VCIP 2003: 1204-1215 - 2002
- [j14]Ryszard Stasinski, Janusz Konrad:
Improved POCS reconstruction of stereoscopic views. Signal Process. Image Commun. 17(9): 689-704 (2002) - [j13]Kamel Belloulata, Janusz Konrad:
Fractal image compression with region-based functionality. IEEE Trans. Image Process. 11(4): 351-362 (2002) - [c29]Ryszard Stasinski, Janusz Konrad:
Improved POCS-based image reconstruction from irregularly-spaced samples. EUSIPCO 2002: 1-4 - [c28]Nikola Bozinovic, Janusz Konrad:
Interpretation of uniform translational image motion: DCT versus FT. ICIP (2) 2002: 281-284 - [c27]Carlos Vázquez, Janusz Konrad, Eric Dubois:
Reconstruction of irregularly-sampled images by regularization in spline spaces. ICIP (3) 2002: 405-408 - [c26]Mirko Ristivojevic, Janusz Konrad:
Joint space-time image sequence segmentation based on volume competition and level sets. ICIP (1) 2002: 573-576 - 2001
- [j12]