Single Target Tracking with Multi-feature Fusion in Multi-scale Models

LU Qin; XIAO Jingjing; LUO Wusheng

doi:10.3969/j.issn.1003-501x.2016.07.003

[1] WANG Xiaogang. Intelligent multi-camera video surveillance：A review [J]. Pattern Recognition Letters(S0167-8655), 2013, 34：3-19.

[2] XIAO Jingjing, Oussalah M. Collaborative Tracking for Multiple Objects in the Presence of Inter-occlusions [J]. IEEE Circuits and Systems for Video Technology(S1051-8215), 2015, 26(2)：304-318.

[3] Hare S, Saffari A, Torr P H. Struck：Structured output tracking with kernels [C] // Proceeding of IEEE International Conference on Computer Vision, Barcelona, Spain, Nov 6-13, 2011：263-270.

[4] MEI Xue, LING Haibin. Robust visual tracking using L1 minimization [C] // Proceeding of IEEE International Conference on Computer Vision, Miami, USA, Jun 20-26, 2009：1436-1443.

[5] Kwon J, Lee K M. Highly nonrigid object tracking via patch-based dynamic appearance modeling [J]. Pattern Analysis and Machine Intelligence(S0162-8828), 2013, 35：2427-2441.

[6] Pernici F, Bimbo A D. Object tracking by oversampling local features [J]. Pattern Analysis and Machine Intelligence(S0162-8828), 2014, 36(12)：2538-2551.

[7] Cehovin L, Kristan M, Leonardis A. Robust Visual Tracking Using an Adaptive Coupled-Layer Visual Model [J]. Pattern Analysis and Machine Intelligence(S0162-8828), 2013, 35(4)：941-953.

[8] LU Yang, WU Tianfu, ZHU Songchun. Online object tracking, learning and parsing with and-or graphs [C]// IEEE Computer Vision and Pattern Recognition, Columbus, Ohio, Jun 23-27, 2014：3462-3469.

[9] Bradski G R. Computer vision face tracking for use in a perceptual user interface [M]. Berlin：IEEE, 1998：1-15.

[10] Weng S K, Kuo C M, TU Shukang. Video object tracking using adaptive kalman filter [J]. Journal of Visual Communication and Image Representation(S1047-3203), 2006, 17(6)：1190-1208.

[11] Nummiaro K, Esther K M, Luc V G. An adaptive colour-based particle filter [J]. Image and Vision Computing(S0262-8856), 2003, 21(1)：99-110.

[12] Danelljan M, Khan F S, Felsberg M, et al. Adaptive color attributes for real-time visual tracking [C]// IEEE Computer Vision and Pattern Recognition, Columbus, Ohio, Jun 23-27, 2014：1090-1097.

[13] Achanta R, Shaji A, Smith A, et al. SLIC superpixels compared to state-of-the-art superpixel methods [J]. Pattern Analysis and Machine Intelligence(S0162-8828), 2012, 34(11)：2274-2282.

[14] Henriques J F, Caseiro R, Martins P, et al. Exploiting the Circulant Structure of Tracking-by-detection with Kernels [C]// European Conference on Computer Vision, Florence, Italy, Aug 1-8, 2012：702-715.

[15] ZHONG Wei, LU Huchuan, Yang M. Robust object tracking via sparsity-based collaborative model [C]// IEEE Computer Vision and Pattern Recognition, Rhode Island, Jun 16-21, 2012：1838-1845.

[16] Computer Vision and Pattern Recognition benchmark dataset [EB/OL]. https://sites.google.com/ site/trackerbenchmark/ benchmarks/v10.

[17] Cehovin L, Kristan M, Leonardis A. Is my new tracker really better than yours [C]// IEEE Winter Conference on Applications of Computer Vision, Steamboat Springs, USA, Mar 24-26, 2014：540-547.