Extremely Tiny Siamese Networks with Multi-level Fusions for Visual Object Tracking
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Wenbo Zhang | Yi Cao | Shahram Shirani | Hongbing Ji | H. Ji | S. Shirani | Yi Cao | Wenbo Zhang
[1] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[2] Luca Bertinetto,et al. End-to-End Representation Learning for Correlation Filter Based Tracking , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[3] Wei Wu,et al. SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[4] Stan Sclaroff,et al. MEEM: Robust Tracking via Multiple Experts Using Entropy Minimization , 2014, ECCV.
[5] Yuhui Xu,et al. Deep Neural Network Compression with Single and Multiple Level Quantization , 2018, AAAI.
[6] Xin Zhao,et al. GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[7] Simon Lucey,et al. Learning Background-Aware Correlation Filters for Visual Tracking , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[8] Xiangyu Zhang,et al. ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design , 2018, ECCV.
[9] Michael Felsberg,et al. Accurate Scale Estimation for Robust Visual Tracking , 2014, BMVC.
[10] Philip H. S. Torr,et al. SNIP: Single-shot Network Pruning based on Connection Sensitivity , 2018, ICLR.
[11] Mark Sandler,et al. MobileNetV2: Inverted Residuals and Linear Bottlenecks , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[12] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[13] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[14] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[15] Dit-Yan Yeung,et al. Understanding and Diagnosing Visual Tracking Systems , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[16] Silvio Savarese,et al. Learning to Track at 100 FPS with Deep Regression Networks , 2016, ECCV.
[17] Xin Li,et al. MiniTracker: A Lightweight CNN-based System for Visual Object Tracking on Embedded Device , 2018, 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP).
[18] Thomas Mauthner,et al. In defense of color-based model-free tracking , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[19] Abhinav Gupta,et al. Transferring Rich Feature Hierarchies for Robust Visual Tracking , 2015, ArXiv.
[20] Geoffrey E. Hinton,et al. Distilling the Knowledge in a Neural Network , 2015, ArXiv.
[21] Gang Xiao,et al. Object Tracking via Deep Multi-View Compressive Model for Visible and Infrared Sequences , 2018, 2018 21st International Conference on Information Fusion (FUSION).
[22] Dit-Yan Yeung,et al. Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models , 2017, AAAI.
[23] Rui Caseiro,et al. High-Speed Tracking with Kernelized Correlation Filters , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] Zhipeng Zhang,et al. Deeper and Wider Siamese Networks for Real-Time Visual Tracking , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[25] Luca Bertinetto,et al. Fully-Convolutional Siamese Networks for Object Tracking , 2016, ECCV Workshops.
[26] Bohyung Han,et al. Learning Multi-domain Convolutional Neural Networks for Visual Tracking , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[27] Xiangyu Zhang,et al. ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[28] Bo Chen,et al. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications , 2017, ArXiv.
[29] Michael Felsberg,et al. Learning Spatially Regularized Correlation Filters for Visual Tracking , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).