Learning to Track at 100 FPS with Deep Regression Networks

6 April 2016

Silvio Savarese

Papers citing "Learning to Track at 100 FPS with Deep Regression Networks"

50 / 294 papers shown

Title
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions Alberto Garcia-Garcia P. Martinez-Gonzalez Sergiu Oprea John Alejandro Castro-Vargas Sergio Orts Jose Garcia-Rodriguez Alvaro Jover-Alvarez VGen 22 34 0 19 Jan 2019
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification Weitao Feng Zhihao Hu Wei Yu Wu Junjie Yan Wanli Ouyang VOT 13 116 0 18 Jan 2019
Self-Driving Cars: A Survey C. Badue Rânik Guidolini Raphael V. Carneiro Pedro Azevedo Vinicius B. Cardoso ... T. M. Paixão Filipe Wall Mutz Lucas Veronese Thiago Oliveira-Santos Alberto F. de Souza LRM 41 927 0 14 Jan 2019
Fast CNN-Based Object Tracking Using Localization Layers and Deep Features Interpolation Al-Hussein A. El-Shafie M. Zaki S. Habib 6 13 0 09 Jan 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 34 839 0 07 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Bo-wen Li Wei Yu Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 27 1,791 0 31 Dec 2018
Model-free Tracking with Deep Appearance and Motion Features Integration Xiaolong Jiang Peizhao Li Xiantong Zhen Xianbin Cao VOT 22 11 0 16 Dec 2018
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking Heng Fan Haibin Ling 10 371 0 14 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip H. S. Torr VOS 16 1,200 0 12 Dec 2018
Variational Saccading: Efficient Inference for Large Resolution Images Jason Ramapuram M. Diephuis Frantzeska Lavda Russ Webb Alexandros Kalousis 32 5 0 08 Dec 2018
Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends M. Fiaz Arif Mahmood S. Javed Soon Ki Jung 49 9 0 06 Dec 2018
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics Yaron Meirovitch Lu Mi Hayk Saribekyan A. Matveev David Rolnick Nir Shavit 34 38 0 04 Dec 2018
Ego-Downward and Ambient Video based Person Location Association Liang Yang Hao Jiang Jizhong Xiao Zhouyuan Huo EgoV 17 5 0 02 Dec 2018
CyLKs: Unsupervised Cycle Lucas-Kanade Network for Landmark Tracking Xinshuo Weng Wentao Han 9 4 0 28 Nov 2018
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection Zheng-Wei Zhang Dazhi Cheng Xizhou Zhu Stephen Lin Jifeng Dai ObjD 21 48 0 27 Nov 2018
Eliminating Exposure Bias and Loss-Evaluation Mismatch in Multiple Object Tracking Andrii Maksai Pascal Fua VOT 12 17 0 27 Nov 2018
Joint Monocular 3D Vehicle Detection and Tracking Hou-Ning Hu Qi-Zhi Cai Dequan Wang Ji Lin Min Sun Philipp Krahenbuhl Trevor Darrell F. I. F. Richard Yu 3DPC 19 210 0 26 Nov 2018
Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking A. Rhodes Manan Goel BDL 9 1 0 18 Nov 2018
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking Hao Luo Wenxuan Xie Xinggang Wang Wenjun Zeng 22 67 0 13 Nov 2018
Feature Selection Convolutional Neural Networks for Visual Tracking Zhiyan Cui N. Lu VOT 20 0 0 09 Nov 2018
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking Qiangqiang Wu Marcin Skibinski Yanjie Liang Yi Liu Hanzi Wang 19 8 0 06 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 20 1,322 0 29 Oct 2018
Attention-Mechanism-based Tracking Method for Intelligent Internet of Vehicles Le Zhang B. Dong A. Gooya Xiaojiang Du M. Guizani 6 5 0 29 Oct 2018
CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles Yifan Wang Shaoshan Liu Xiaopei Wu Weisong Shi 12 54 0 15 Oct 2018
Deep Attentive Tracking via Reciprocative Learning Shi Pu Yibing Song Chao Ma Honggang Zhang Ming-Hsuan Yang 14 166 0 09 Oct 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 17 32 0 27 Sep 2018
Towards a Better Match in Siamese Network Based Visual Object Tracker Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 17 56 0 05 Sep 2018
Real-Time MDNet Ilchae Jung Jeany Son Mooyeol Baek Bohyung Han 22 272 0 27 Aug 2018
Multi-Branch Siamese Networks with Online Selection for Object Tracking Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir VOT 8 6 0 22 Aug 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Bo-wen Li Wei Yu Wu Junjie Yan Weiming Hu 32 1,165 0 18 Aug 2018
Egocentric Gesture Recognition for Head-Mounted AR devices Tejo Chalasani Jan Ondřej A. Smolic EgoV 10 21 0 16 Aug 2018
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams Lukas Cavigelli Luca Benini 14 26 0 15 Aug 2018
Deep Learning-Based Multiple Object Visual Tracking on Embedded System for IoT and Mobile Edge Computing Applications B. Blanco-Filgueira Daniel García-Lesta Mauro Fernández-Sanjurjo V. Brea Paula López VOT 9 79 0 31 Jul 2018
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 19 321 0 30 Jul 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking Yingjie Yao Xiaohe Wu Lei Zhang Shiguang Shan W. Zuo 28 49 0 29 Jul 2018
Real-Time Index Authentication for Event-Oriented Surveillance Video Query using Blockchain S. Nikouei Ronghua Xu Deeraj Nagothu Yu Chen Alexander J. Aved Erik P. Blasch 11 65 0 17 Jul 2018
Image Classification for Arabic: Assessing the Accuracy of Direct English to Arabic Translations Abdulkareem Alsudais VLM 25 4 0 13 Jul 2018
Subpixel-Precise Tracking of Rigid Objects in Real-time T. Böttger Markus Ulrich C. Steger 14 10 0 05 Jul 2018
Fast Dynamic Convolutional Neural Networks for Visual Tracking Zhiyan Cui N. Lu 20 7 0 29 Jun 2018
Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential Saptarshi Sengupta R. Peters 8 1 0 04 Jun 2018
Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking Hui Zhou Wanli Ouyang Jian Cheng Xiaogang Wang Hongsheng Li VOT 15 77 0 04 Jun 2018
Unveiling the Power of Deep Tracking Goutam Bhat Joakim Johnander Martin Danelljan F. Khan M. Felsberg 17 404 0 18 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 65 501 0 12 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Bernard Ghanem 223 789 0 28 Mar 2018
Context-aware Deep Feature Compression for High-speed Visual Tracking Jongwon Choi H. Chang Tobias Fischer Sangdoo Yun Kyuewang Lee Jiyeoup Jeong Y. Demiris J. Choi 13 193 0 28 Mar 2018
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking Dawei Du Yuankai Qi Hongyang Yu Yi-Fan Yang Kaiwen Duan Guorong Li W. Zhang Qingming Huang Q. Tian 28 649 0 26 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 19 284 0 20 Mar 2018
Neural Network Quine Oscar Chang Hod Lipson 11 23 0 15 Mar 2018
Target Driven Instance Detection Phil Ammirato Cheng-Yang Fu Mykhailo Shvets Jana Kosecka Alexander C. Berg 14 27 0 13 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 13 563 0 24 Feb 2018