Learning Policies for Adaptive Tracking with Deep Feature Cascades

9 August 2017

Papers citing "Learning Policies for Adaptive Tracking with Deep Feature Cascades"

36 / 36 papers shown

Title
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 63 2 0 26 Mar 2024
Learning Task-preferred Inference Routes for Gradient De-conflict in Multi-output DNNs Yi Sun Xin Xu Jiaqiang Li Xiaochang Hu Yifei Shi L. Zeng 43 2 0 31 May 2023
A Finite Sample Complexity Bound for Distributionally Robust Q-learning Shengbo Wang Nian Si Jose H. Blanchet Zhengyuan Zhou OOD OffRL 48 24 0 26 Feb 2023
Adaptive Siamese Tracking with a Compact Latent Network Xingping Dong Jianbing Shen Fatih Porikli Jiebo Luo Ling Shao 37 30 0 02 Feb 2023
$β$ -Multivariational Autoencoder for Entangled Representation Learning in Video Frames F. Nouri R. Bergevin 21 0 0 22 Nov 2022
Towards Sequence-Level Training for Visual Tracking Minji Kim Seungkwang Lee Jungseul Ok Bohyung Han Minsu Cho 31 33 0 11 Aug 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 32 55 0 09 May 2022
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan Michael Felsberg Jirí Matas 47 127 0 06 Dec 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 38 32 0 27 Aug 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 30 270 0 16 Apr 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 39 522 0 22 Mar 2021
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection Nuo Xu Chunlei Huo Jiacheng Guo Yiwei Liu Jian Wang Chunhong Pan ObjD 18 4 0 16 Jan 2021
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 87 103 0 22 Jul 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 38 67 0 18 Jul 2020
Tracking-by-Trackers with a Distilled and Reinforced Model Matteo Dunnhofer N. Martinel C. Micheloni VOT OffRL 27 4 0 08 Jul 2020
Progressive Multi-Stage Learning for Discriminative Tracking Weichao Li Xi Li Omar Elfarouk Bourahla Fuxian Huang Fei Wu Wei Liu Zhiheng Wang Hongmin Liu 39 8 0 01 Apr 2020
AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Geng Lu 29 291 0 29 Mar 2020
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 53 280 0 02 Dec 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 27 27 0 27 Sep 2019
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator Matteo Dunnhofer N. Martinel G. Foresti C. Micheloni OffRL 31 31 0 18 Sep 2019
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 22 237 0 15 Sep 2019
Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets Xiaofeng Liu B. Kumar Chao Yang Qingming Tang J. You CVBM 23 42 0 05 Jul 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 23 83 0 25 Mar 2019
TCDCaps: Visual Tracking via Cascaded Dense Capsules D. Ma Xiangqian Wu 19 4 0 26 Feb 2019
SiamVGG: Visual Tracking using Deeper Siamese Networks Yuhong Li Xiaofan Zhang Deming Chen ViT 52 47 0 07 Feb 2019
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning Yanchun Xie Jimin Xiao Hassan Jameel Asghar Jeyarajan Thiyagalingam Dali Kaafar 18 21 0 08 Nov 2018
Deformable Object Tracking with Gated Fusion Wenxi Liu Yibing Song Dengsheng Chen Shengfeng He Yuanlong Yu Tao Yan Gerhard Hancke Rynson W. H. Lau VOT 27 32 0 27 Sep 2018
Towards a Better Match in Siamese Network Based Visual Object Tracker Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 25 56 0 05 Sep 2018
Multi-Branch Siamese Networks with Online Selection for Object Tracking Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir VOT 33 6 0 22 Aug 2018
Learning to Update for Object Tracking with Recurrent Meta-learner Bi Li Wenxuan Xie Wenjun Zeng Wenyu Liu 29 25 0 19 Jun 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning K. Yu Chao Dong Liang Lin Chen Change Loy CLL OffRL 27 174 0 10 Apr 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 27 284 0 20 Mar 2018
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches M. Fiaz Arif Mahmood Soon Ki Jung AAML 29 49 0 09 Feb 2018
FuCoLoT -- A Fully-Correlational Long-Term Tracker A. Lukežič L. Č. Zajc Tomás Vojír Jirí Matas Matej Kristan 26 18 0 27 Nov 2017
End-to-end Active Object Tracking via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Yadong Mu Yizhou Wang 36 82 0 30 May 2017
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 192 2,946 0 15 Dec 2014