Transferring Rich Feature Hierarchies for Robust Visual Tracking

作者: Naiyan Wang , Siyi Li , Abhinav Gupta , Dit-Yan Yeung , None

DOI:

关键词: Frame (networking)Feature (computer vision)Eye trackingContextual image classificationConvolutional neural networkComputer visionVideo trackingComputer scienceObject detectionArtificial intelligence

摘要: … CNN offline and then transferring the rich feature hierarchies learned to online tracking. The … Rich feature hierarchies for accurate object detection and semantic segmentation. In CVPR, …

参考文章(37)
Kaihua Zhang, Lei Zhang, Qingshan Liu, David Zhang, Ming-Hsuan Yang, Fast Visual Tracking via Dense Spatio-temporal Context Learning Computer Vision – ECCV 2014. pp. 127- 141 ,(2014) , 10.1007/978-3-319-10602-1_9
Jin Gao, Haibin Ling, Weiming Hu, Junliang Xing, Transfer Learning Based Visual Tracking with Gaussian Processes Regression european conference on computer vision. pp. 188- 203 ,(2014) , 10.1007/978-3-319-10578-9_13
Dit-Yan Yeung, Naiyan Wang, Ensemble-Based Tracking: Aggregating Crowdsourced Structured Time Series Data international conference on machine learning. pp. 1107- 1115 ,(2014)
Jianming Zhang, Shugao Ma, Stan Sclaroff, MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization european conference on computer vision. pp. 188- 203 ,(2014) , 10.1007/978-3-319-10599-4_13
Helmut Grabner, Christian Leistner, Horst Bischof, Semi-supervised On-Line Boosting for Robust Tracking european conference on computer vision. pp. 234- 247 ,(2008) , 10.1007/978-3-540-88682-2_19
Matthew D. Zeiler, Rob Fergus, Visualizing and Understanding Convolutional Networks european conference on computer vision. pp. 818- 833 ,(2014) , 10.1007/978-3-319-10590-1_53
Qing Wang, Feng Chen, Jimei Yang, Wenli Xu, Ming-Hsuan Yang, Transferring Visual Prior for Online Object Tracking IEEE Transactions on Image Processing. ,vol. 21, pp. 3296- 3305 ,(2012) , 10.1109/TIP.2012.2190085
Dong Woo Park, Junseok Kwon, Kyoung Mu Lee, Robust visual tracking using autoregressive hidden Markov Model computer vision and pattern recognition. pp. 1964- 1971 ,(2012) , 10.1109/CVPR.2012.6247898
H. Grabner, M. Grabner, H. Bischof, Real-time tracking via on-line boosting british machine vision conference. ,vol. 1, pp. 47- 56 ,(2006) , 10.5244/C.20.6
Fan Yang, Huchuan Lu, Ming-Hsuan Yang, Robust Superpixel Tracking IEEE Transactions on Image Processing. ,vol. 23, pp. 1639- 1651 ,(2014) , 10.1109/TIP.2014.2300823