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Paper in BMCV (2014): “Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries”

Friday, September 5th, 2014 Posted in Computational Photography and Video, PAMI/ICCV/CVPR/ECCV, S. Hussain Raza | No Comments »

[bibtex file=IrfanEssaWS.bib key=2014-Raza-DEFVUGCOBDEFVUGCOB] We present an algorithm to estimate depth in dynamic video scenes.We present an algorithm to estimate depth in dynamic video scenes. We propose to learn and infer depth in ... Read more..

Paper in CVPR 2014 “Efficient Hierarchical Graph-Based Segmentation of RGBD Videos”

Sunday, June 22nd, 2014 Posted in Computer Vision, Henrik Christensen, Papers, Steven Hickson | No Comments »

[bibtex file=IrfanEssaWS.bib key=2014-Hickson-EHGSRV] Abstract We present an efficient and scalable algorithm for seg- menting 3D RGBD point clouds by combining depth, color, and temporal information using a multistage, hierarchical graph-based approach. Our ... Read more..

Paper in IEEE CVPR 2013 “Geometric Context from Videos”

Thursday, June 27th, 2013 Posted in Matthias Grundmann, PAMI/ICCV/CVPR/ECCV, Papers, S. Hussain Raza | No Comments »

[bibtex file=IrfanEssaWS.bib key=2013-Raza-GCFV] Abstract We present a novel algorithm for estimating the broad 3D geometric structure of outdoor video scenes. Leveraging spatio-temporal video segmentation, we decompose a dynamic scene captured by a ... Read more..

Paper (2011) in IEEE PAMI: “Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers “

Wednesday, January 12th, 2011 Posted in Antonio Crimisini, Computational Photography and Video, John Winn, Numerical Machine Learning, PAMI/ICCV/CVPR/ECCV, Papers, Pei Yin | No Comments »

Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers Pei Yin, A. Criminisi, J. Winn, I. Essa (2011), "Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers" in Pattern Analysis and Machine Intelligence, IEEE ... Read more..

Paper in CVPR (2010): “Efficient Hierarchical Graph-Based Video Segmentation

Sunday, June 13th, 2010 Posted in Computational Photography and Video, Matthias Grundmann, PAMI/ICCV/CVPR/ECCV, Vivek Kwatra | No Comments »

Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan Essa (2010) "Efficient Hierarchical Graph-Based Video Segmentation" in Proceedings of IEEE Computer Vision and Pattern Recognition Conference (CVPR), San Francisco, CA, USA, June 2010 [PDF][Website][DOI][Video ... Read more..