CVPR2019跟踪论文收集
跟踪
1、Fast Online Object Tracking and Segmentation: A Unifying Approach(SiamMask,目标跟踪）
作者：Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H.S. Torr
论文链接：https://arxiv.org/abs/1812.05050
Github链接：https://github.com/foolwood/SiamMask
project链接：http://www.robots.ox.ac.uk/~qwang/SiamMask/
论文解读：CVPR2019 | SiamMask：视频跟踪最高精度
2、Deeper and Wider Siamese Networks for Real-Time Visual Tracking(CIR,目标跟踪）
作者：Zhipeng Zhang, Houwen Peng
论文链接：https://arxiv.org/pdf/1901.01660.pdf
Code链接：https://gitlab.com/MSRA_NLPR/deeper_wider_siamese_trackers
3、SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks(目标跟踪）
作者：Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Junjie Yan
论文链接：https://arxiv.org/pdf/1812.11703.pdf
Project链接：http://bo-li.info/SiamRPN++/
论文解读：https://mp.weixin.qq.com/s/dB5u2No8eakLnrjto0kvyQ
4、Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking(CRPN,目标跟踪）
作者：Heng Fan, Haibin Ling
论文链接：https://arxiv.org/pdf/1812.06148.pdf
5、LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking(目标跟踪）
作者：Heng Fan, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Hexin Bai, Yong Xu, Chunyuan Liao, Haibin Ling
论文链接：https://arxiv.org/pdf/1809.07845.pdf
project链接：https://cis.temple.edu/lasot/
6、Leveraging Shape Completion for 3D Siamese Tracking
作者：Silvio Giancola, Jesus Zarzar, Bernard Ghanem
论文链接：https://arxiv.org/abs/1903.01784
7、Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics（多目标跟踪)
作者：Yaron Meirovitch, Lu Mi, Hayk Saribekyan, Alexander Matveev, David Rolnick, Casimir Wierzynski, Nir Shavit
论文链接：https://arxiv.org/abs/1812.01157
8、Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)
作者：Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo, S. Kevin Zhou
论文链接：https://arxiv.org/abs/1903.03896
9、Inverse Path Tracing for Joint Material and Lighting Estimation(Oral)
作者：Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan
论文链接：https://arxiv.org/abs/1903.07145
10、Inverse Path Tracing for Joint Material and Lighting Estimation(Oral)
作者：Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan
论文链接：https://arxiv.org/abs/1903.07145
11、Multi-person Articulated Tracking with Spatial and Temporal Embeddings
作者：Sheng Jin, Wentao Liu, Wanli Ouyang, Chen Qian
论文链接：https://arxiv.org/abs/1903.09214
12、CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification
作者：Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwang
论文链接：https://arxiv.org/abs/1903.09254
13、MOTS: Multi-Object Tracking and Segmentation
作者：Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe
论文链接：https://arxiv.org/abs/1902.03604
14、Target-Aware Deep Tracking
作者：Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He, Ming-Hsuan Yang
论文链接：https://arxiv.org/pdf/1904.01772.pdf
15、Unsupervised Deep Tracking
作者：Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, Houqiang Li
论文链接：https://arxiv.org/pdf/1904.01828.pdf
16、Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry（Oral)
作者：Fei Xue, Xin Wang, Shunkai Li, Qiuyuan Wang, Junqiu Wang, Hongbin Zha
论文链接：https://arxiv.org/abs/1904.01892
17、SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking（视觉跟踪）
作者：Guangting Wang, Chong Luo, Zhiwei Xiong, Wenjun Zeng
论文链接：https://arxiv.org/abs/1904.04452
18、Graph Convolutional Tracking
作者：Junyu Gao，Tianzhu Zhang，Changsheng Xu
论文链接：http://nlpr-web.ia.ac.cn/mmc/homepage/jygao/gct_cvpr2019.html
19、ATOM: Accurate Tracking by Overlap Maximization(Oral,目标跟踪)
作者：Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg
论文链接：https://arxiv.org/abs/1811.07628
源码链接：https://github.com/visionml/pytracking