CVPR 2026 论文和开源项目合集

python machine-learning computer-vision deep-learning paper image-processing transformers transformer object-detection image-segmentation visual-tracking semantic-segmentation cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 cvpr2025 cvpr2026

• Updated Mar 8, 2026

Visual Tracking Paper List

tracking benchmark deep-learning paper visual-tracking

• Updated Jul 20, 2020

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

computer-vision deep-learning pytorch visual-tracking read-time object-tracking video-object-segmentation cvpr2019

• Updated Feb 14, 2025
• Python

Visual tracking library based on PyTorch.

tracking machine-learning computer-vision visual-tracking

• Updated Aug 8, 2024
• Python

(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 deep-learning visual-tracking

• Updated Oct 26, 2023
• Python

Tracking Benchmark for Correlation Filters

benchmark visual-tracking correlation-filters

• Updated Nov 30, 2017
• Objective-C

Matlab implementation of the ECO tracker.

tracking real-time deep-learning visual-tracking

• Updated Oct 24, 2019
• MATLAB

Python re-implementation of some correlation filter based tracker

dat visual-tracking dcf color-names otb kcf correlation-filters staple dsst mosse csk bacf csrdcf staple-ca samf ldes pysot mcct

• Updated May 20, 2019
• Python

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

tracking transformer awesome-list visual-tracking object-tracking cvpr iccv single-object-tracking ob eccv paper-list neurips

• Updated Nov 1, 2026

Visual Object Tracking (VOT) challenge evaluation toolkit

performance computer-vision matlab evaluation octave visual-tracking

• Updated Apr 19, 2021
• MATLAB

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

deep-learning pytorch visual-tracking eccv pytorch-lightning comuter-vision eccv2022

• Updated Jun 4, 2024
• Python

The official VOT Challenge evaluation and analysis toolkit

computer-vision python3 visual-tracking performance-evaluation vot trax

• Updated Oct 20, 2026
• Python

VLX-Go is a lightweight vision-language waypoint planner that enables robots to perceive their surroundings, track targets, and navigate the physical world in real time.

visual-tracking embodied-agent embodied-ai embodied-navigation vision-language-navigation

• Updated Oct 21, 2026
• Python

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

visual-tracking multi-modal single-object-tracking visual-object-tracking cross-modality high-definition benchmark-dataset rgb-event event-based-tracking

• Updated Nov 11, 2026
• Python

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

tracker computer-vision deep-learning pytorch visual-tracking object-tracking goturn

• Updated Apr 4, 2019
• Jupyter Notebook

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

tracking pytorch visual-tracking attention-mechanism object-tracking single-object-tracking vision-transformer eccv2022

• Updated Dec 30, 2023
• Python

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

paper visual-tracking object-tracking cvpr iccv object-tracker visual-trackers eccv cvpr2019 iccv2019 cvpr2020

• Updated Aug 15, 2020

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

tracking machine-learning computer-vision deep-learning pytorch object-detection visual-tracking energy-based-model

• Updated Aug 14, 2020
• Jupyter Notebook

C++ Implementation of SiamMask

real-time computer-vision deep-learning visual-tracking video-object-segmentation pytorch-cpp

• Updated Feb 28, 2020
• C++

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

computer-vision visual-tracking

• Updated Nov 9, 2018
• MATLAB