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
FEAR: Fast, Efficient, Accurate and Robust Visual Tracker Vasyl Borsuk Roman Vei Orest Kupyn T. Martyniuk Igor Krashenyi Jivrí Matas 18 51 0 15 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 34 126 0 06 Dec 2021
Unsupervised Lightweight Single Object Tracking with UHP-SOT++ Zhiruo Zhou Hongyu Fu Suya You C.-C. Jay Kuo VOT 8 4 0 15 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Jian Yang 3DPC 16 79 0 08 Nov 2021
Explicitly Modeling the Discriminability for Instance-Aware Visual Object Tracking Mengmeng Wang Xiao-qiang Yang Yong Liu 12 1 0 28 Oct 2021
3D Object Tracking with Transformer Yubo Cui Zheng Fang Jiayao Shan Zuoxu Gu Sifan Zhou ViT 3DPC 13 59 0 28 Oct 2021
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 28 54 0 17 Oct 2021
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings Kailai Sun Xiaoteng Ma Peng Liu Qianchuan Zhao 3DPC AAML 25 11 0 07 Oct 2021
A Survey of Fish Tracking Techniques Based on Computer Vision Weiran Li Zhenbo Li Fei Li Meng Yuan Chaojun Cen Yanyu Qi Qiannan Guo You Li 26 0 0 06 Oct 2021
3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation Naman Sharma H. Lim 3DPC 23 2 0 06 Oct 2021
UHP-SOT: An Unsupervised High-Performance Single Object Tracker Zhiruo Zhou Hongyu Fu Suya You Christoph Borel-Donohue C.-C. Jay Kuo VOT 18 9 0 05 Oct 2021
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks Yujeong Chae Lin Wang Kuk-Jin Yoon 19 7 0 28 Sep 2021
Real Time Monocular Vehicle Velocity Estimation using Synthetic Data Robert McCraith Lukás Neumann Andrea Vedaldi 16 3 0 16 Sep 2021
Is First Person Vision Challenging for Object Tracking? Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 27 23 0 31 Aug 2021
Multi-Object Tracking with Hallucinated and Unlabeled Videos Daniel McKee Bing Shuai Andrew G. Berneshawi Manchen Wang Davide Modolo Svetlana Lazebnik Joseph Tighe VOT 19 7 0 19 Aug 2021
Exploring Transferable and Robust Adversarial Perturbation Generation from the Perspective of Network Hierarchy Ruikui Wang Yuanfang Guo Ruijie Yang Yunhong Wang AAML 17 3 0 16 Aug 2021
Learn to Match: Automatic Matching Network Design for Visual Tracking Zhipeng Zhang Yihao Liu Xiao Wang Bing Li Weiming Hu 33 167 0 02 Aug 2021
Object Tracking and Geo-localization from Street Images Daniel Wilson T. Alshaabi C. V. Oort Xiaohan Zhang Jonathan D. Nelson S. Wshah 23 13 0 13 Jul 2021
Humans as Path-Finders for Safe Navigation Alessandro Antonucci P. Bevilacqua S. Leonardi Luigi Palopoli Daniele Fontanelli 15 1 0 07 Jul 2021
Deep Convolutional Correlation Iterative Particle Filter for Visual Tracking Reza Jalil Mozhdehi Henry Medeiros 11 8 0 07 Jul 2021
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator Geng Yuan Payman Behnam Zhengang Li Ali Shafiee Sheng Lin ... Hang Liu Xuehai Qian M. N. Bojnordi Yanzhi Wang Caiwen Ding 19 68 0 16 Jun 2021
Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence Jacky Cao Kit-Yung Lam Lik-Hang Lee Xiaoli Liu Pan Hui Xiang Su 27 84 0 16 Jun 2021
Siamese Network Training Using Artificial Triplets By Sampling and Image Transformation Ammar N. Abbas David Moser 14 1 0 13 Jun 2021
Tracking by Joint Local and Global Search: A Target-aware Attention based Approach Xiao Wang Jin Tang B. Luo Yaowei Wang Yonghong Tian Feng Wu 19 29 0 09 Jun 2021
Long Term Object Detection and Tracking in Collaborative Learning Environments Sravani Teeparthi 11 3 0 02 Jun 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 16 138 0 25 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 19 3 0 18 May 2021
Faster and Simpler Siamese Network for Single Object Tracking Shaokui Jiang Baile Xu Jian Zhao S. Furao 18 4 0 07 May 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking Zhenbang Li Yaya Shi Jin Gao Shaoru Wang Bing Li Pengpeng Liang Weiming Hu AAML 31 26 0 06 May 2021
Few-Shot Video Object Detection Qi Fan Chi-Keung Tang Yu-Wing Tai 29 11 0 30 Apr 2021
Tackling Variabilities in Autonomous Driving Yuqiong Qi Yang Hu Haibin Wu Shen Li Haiyu Mao Xiaochun Ye Dongrui Fan Ninghui Sun 13 1 0 21 Apr 2021
Localization-Based Tracking Derek Gloudemans D. Work VOT 11 2 0 12 Apr 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 15 704 0 31 Mar 2021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark Xiao Wang Xiujun Shu Zhipeng Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 11 151 0 31 Mar 2021
Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking Xiao Wang Zhe Chen Jin Tang B. Luo Yaowei Wang Yonghong Tian Feng Wu 26 44 0 30 Mar 2021
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation Matteo Dunnhofer N. Martinel C. Micheloni 11 16 0 26 Mar 2021
Object Localization Through a Single Multiple-Model Convolutional Neural Network with a Specific Training Approach F. Lotfi F. Faraji H. Taghirad ObjD 12 4 0 24 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 22 518 0 22 Mar 2021
Multiple Convolutional Features in Siamese Networks for Object Tracking Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir VOT 19 6 0 01 Mar 2021
MFST: Multi-Features Siamese Tracker Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir 14 1 0 01 Mar 2021
Revisiting the details when evaluating a visual tracker Zan Huang VOT 6 0 0 25 Jan 2021
Rotation Equivariant Siamese Networks for Tracking D. K. Gupta Devanshu Arya E. Gavves 20 36 0 24 Dec 2020
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net Wenjie Luo Binh Yang R. Urtasun 3DPC 12 617 0 22 Dec 2020
Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters Zhibo Zhang C. Zeng Maulikkumar Dhameliya Souma Chowdhury R. Rai 17 1 0 08 Dec 2020
Learning to Fuse Asymmetric Feature Maps in Siamese Trackers Wencheng Han Xingping Dong F. Khan Ling Shao Jianbing Shen 15 72 0 04 Dec 2020
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound D. Chanti Vanessa Gonzalez Duque Marion Crouzier A. Nordez L. Lacourpaille Diana Mateus MedIm 6 0 0 26 Nov 2020
Graph Attention Tracking Dongyan Guo Yan Shao Ying Cui Zhenhua Wang Liyan Zhang Chunhua Shen 24 315 0 23 Nov 2020
On tuning deep learning models: a data mining perspective M. Öztürk 11 0 0 19 Nov 2020
RSINet: Rotation-Scale Invariant Network for Online Visual Tracking Yang Fang Geun-Sik Jo Chang-Hee Lee 19 4 0 18 Nov 2020
Multiple Pedestrians and Vehicles Tracking in Aerial Imagery: A Comprehensive Study S. Azimi Maximilian Kraus R. Bahmanyar P. Reinartz 19 6 0 19 Oct 2020