Iterative Model Completion

H. Lin, T. Liu, J. Chuang, “A Probabilistic SVM Approach for Background Scene Initialization”, ICIP 2002, Rochester, New York, September 2002.

H. Lin, T. Liu, J. Chuang, “Learning a Scene Background Model via Classification”, IEEE Transactions on Signal Processing, Volume 57, Issue 5, pages 1641-1654, May 2009.

D. Baltieri, R. Cucchiara, R. Vezzani, “Fast Background Initialization with Recursive Hadamard Transform”, International Conference on Advanced Video and Signal Based Surveillance, AVSS 2010, Boston, USA, September 2010.

A. Colombari, A. Fusiello, V. Murino, “Exemplar based Background Model Initialization”, VSSN 2005, Singapore, November 2005.

A. Colombari, A. Fusiello, V. Murino, “Background Initialization in Cluttered Sequences”, Workshop on Perceptual Organization in Computer Vision, POCV 2006, in conjunction with IEEE CVPR 2006, 2006.

A. Colombari, A. Fusiello, V. Murino, “Video objects segmentation by robust background modeling“, ICIAP 2007, pages 155–164, Modena, Italy, September 2007.

A. Colombari, A. Fusiello, “Patch-based background initialization in heavily cluttered video”, IEEE Transactions on Image Processing, Volume 19, Issue 4, pages 926-933, April 2010.

V. Reddy, C. Sanderson, B. Lovell, “A Low-Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts”, EURASIP Journal on Image and Video Processing, Volume 2011, 14 pages, 2011.

V. Reddy, C. Sanderson, A. Sanin, B. Lovell, “MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos”, Asian Conference on Computer Vision, ACCV 2010, Queenstown, New Zealand, November 2010.

V. Reddy, C. Sanderson, B. Lovell, C. Brian, A. Bigdeli, “An Efficient Background Estimation Algorithm for Embedded Smart Cameras”, ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009, pages 1-7, Como, Italy, September 2009.

H. Hsiao, J. Leou, “An effective foreground/background segmentation approach for bootstrapping video sequences”, IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, pages 1177-1180, 2011.

H. Hsiao, J. Leou, “Background initialization and foreground segmentation for bootstrapping video sequences”, EURASIP Journal on Image and Video Processing, 2013.

D. Ortego, J. San Miguel, J. Martinez, "Rejection based multipath Reconstruction for Background Estimation in Video Sequences with Stationary Objects", Computer Vision and Image Understanding, 2016.

D. Ortego, " Quality-Driven Video Analysis for The Improvement of Foreground Segmentation", PhD Thesis, Universidad Autonoma de Madrid, Spain, May 2018.