CVPR 2026 论文和开源项目合集

Visual Tracking Paper List

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

Visual tracking library based on PyTorch.

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

Tracking Benchmark for Correlation Filters

Matlab implementation of the ECO tracker.

Python re-implementation of some correlation filter based tracker

Visual Object Tracking (VOT) challenge evaluation toolkit

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)

The official VOT Challenge evaluation and analysis toolkit

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

[CVPR-2024] The First High Definition (HD) Event based Visual Object Tracking Benchmark Dataset

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

2019-2020年目标跟踪资源全汇总（论文、模型代码、优秀实验室）极市团队整理

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

C++ Implementation of SiamMask

Implementation of MOSSE tracker in MATLAB: Visual Object Tracking using Adaptive Correlation Filters (CVPR 2010)

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

Open source visual object tracking library in python

Reference implementation of the Visual Tracking eXchange protocol.

[NeurIPS 2024] VastTrack: Vast Category Visual Object Tracking

Synthetic data generation for end-to-end TIR tracking (TIP2018)

[ECCV 2022] Official implementation of the paper "Towards Sequence-Level Training for Visual Tracking"

[RA-L] Lost & Found dynamically tracks object poses from egocentric videos while updating a scene graph, enabling richer semantic 3D understanding for robotic downstream tasks.

[AAAI 2018] Kernel Cross-Correlator (KCC) for Tracking and Recognition

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)

Visual Object Tracking algorithms. Hold on! There is a lot to come

[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking