查看2025年综述文献点这里↘️2025-CV-Surveys

2025 年论文分类汇总戳这里

↘️WACV-2025-Papers ↘️CVPR-2025-Papers

2024 年论文分类汇总戳这里

↘️WACV-2024-Papers ↘️CVPR-2024-Papers ↘️ECCV-2024-Papers

2023 年论文分类汇总戳这里

2022 年论文分类汇总戳这里

2021 年论文分类汇总戳这里

2020 年论文分类汇总戳这里

2025-CV-Surveys

2025 年，计算机视觉相关综述。包括目标检测、跟踪........

:green_book::green_book::green_book:在【我爱计算机视觉】微信公众号后台回复“CV综述”，即可收到本文列出的全部论文的打包下载。至10月31日已公开 429 篇。

1月36篇。
2月50篇。
3月45篇。
4月41篇。
5月56篇。
6月39篇。
7月49篇。
316 8月36篇。
352 9月31篇。
383 10月46篇。
429

目录

OOD

• Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey
  [2025-05-06]
• From Pixel to Mask: A Survey of Out-of-Distribution Segmentation
  [2025-08-18]

4D

• Reconstructing 4D Spatial Intelligence: A Survey
  :star:code
  [2025-07-29]
• 3D and 4D World Modeling: A Survey
  :star:code
  [2025-09-11]
• Advances in 4D Representation: Geometry, Motion, and Interaction
  :star:code
  [2025-10-23]

XAI

• xAI-CV: An Overview of Explainable Artificial Intelligence in Computer Vision
  [2025-09-24]

计算成像(Computational Imaging)

• Computational Imaging for Enhanced Computer Vision
  [2025-09-11]

时序图像取证(Temporal image forensics)

• Temporal Image Forensics: A Review and Critical Evaluation
  [2025-09-10]

图像隐写术(Image Steganography)

• A Technical Review on Comparison and Estimation of Steganographic Tools
  [2025-08-28]

Crack Detection(裂缝检测)

• Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets
  :star:code
  [2025-08-18]

Feature Matching(特征匹配)

• Modality-Aware Feature Matching: A Comprehensive Review of Single- and Cross-Modality Techniques
  [2025-07-31]

Machine Learning(机器学习)

• Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review
  [2025-03-06]
• Prompt Mechanisms in Medical Imaging: A Comprehensive Survey
  [2025-07-03]
• 强化学习
  • Exploring Mutual Empowerment Between Wireless Networks and RL-based LLMs: A Survey
    [2025-03-14]
  • Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey
    [2025-05-26]
  • Reinforcement Learning in Vision: A Survey
    :star:code
    [2025-08-12]
• 对比学习
  • A Survey on Data Curation for Visual Contrastive Learning: Why Crafting Effective Positive and Negative Pairs Matters
    [2025-02-13]
• 持续学习
  • A Comprehensive Survey on Continual Learning in Generative Models
    :star:code
    [2025-06-17]
• 类增量学习
  • Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning
    [2025-02-13]
• 对抗
  • A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges
    [2025-03-04]
  • Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems
    [2025-08-05]

Deepfake Detection

• Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems
  :star:code
  [2025-07-30]

Animal(动物)

• A Review on Coarse to Fine-Grained Animal Action Recognition
  [2025-06-03]

Agricultural(农业)

• A survey of datasets for computer vision in agriculture
  :star:code
  [2025-02-25]
• Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
  :star:code
  [2025-05-05]
• Vision Transformers in Precision Agriculture: A Comprehensive Survey
  [2025-05-01]
• Domain Adaptation in Agricultural Image Analysis: A Comprehensive Review from Shallow Models to Deep Learning
  [2025-06-09]
• AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock
  :star:code
  [2025-07-31]

Biomedical(生物特征识别)

• 掌纹识别
  • Deep Learning in Palmprint Recognition-A Comprehensive Survey
    [2025-01-03]

Neural Radiance Fields

• Neural Radiance Fields for the Real World: A Survey
  [2025-01-23]

Motion Generation(动作生成)

• Text-driven Motion Generation: Overview, Challenges and Directions
  [2025-05-15]
• Motion Generation: A Survey of Generative Approaches and Benchmarks
  [2025-07-09]
• Human Motion Video Generation: A Survey
  :star:code
  [2025-09-05]

Robots(机器人)

• Semantic Mapping in Indoor Embodied AI – A Comprehensive Survey and Future Directions
  [2025-01-13]
• OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation
  :star:code
  [2025-05-08]
• Embodied AI with Foundation Models for Mobile Service Robots: A Systematic Review
  [2025-05-28]
• Multimodal Data Storage and Retrieval for Embodied AI: A Survey
  [2025-08-20]
• Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey
  :star:code
  [2025-09-04]
• The Safety Challenge of World Models for Embodied AI Agents: A Review
  [2025-10-08]
• Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications
  :star:code
  [2025-10-09]
• A Comprehensive Survey on World Models for Embodied AI
  :star:code
  [2025-10-21]
• 位置识别
  • Place Recognition: A Comprehensive Review, Current Challenges and Future Directions
    :star:code
    [2025-05-21]
• 导航
  • A Review of Vision-Based Assistive Systems for Visually Impaired People: Technologies, Applications, and Future Directions
    [2025-05-21]

Industrial Defect Detection(工业缺陷检测)

• Anomaly Detection for Industrial Applications, Its Challenges, Solutions, and Future Directions: A Review
  [2025-01-22]
• A Survey on Industrial Anomalies Synthesis
  :star:code
  [2025-02-25]
• A Survey on Foundation-Model-Based Industrial Defect Detection
  [2025-02-27]
• A Comprehensive Survey for Real-World Industrial Defect Detection: Challenges, Approaches, and Prospects
  [2025-07-21]
• 异常检测
  • Hyperspectral Anomaly Detection Methods: A Survey and Comparative Study
    [2025-07-09]

Sound

• From Waveforms to Pixels: A Survey on Audio-Visual Segmentation
  [2025-08-07]

Video

• A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems
  [2025-02-11]
• Survey of Video Diffusion Models: Foundations, Implementations, and Applications
  :star:code
  [2025-04-23]
• 视频分析
  • A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications
    [2025-07-22]
• 视频理解
  • VideoLLM Benchmarks and Evaluation: A Survey
    [2025-05-08]
  • Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
    :star:code
    [2025-06-09]
  • Looking Beyond the Obvious: A Survey on Abstract Concept Recognition for Video Understanding
    [2025-08-29]
  • Video Understanding by Design: How Datasets Shape Architectures and Insights
    [2025-09-12]
• 视频监控
  • Video Forgery Detection for Surveillance Cameras: A Review
    [2025-05-08]
  • Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges
    [2025-07-04]
• 视频帧插值
  • AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation
    :star:code
    [2025-06-03]
• 视频异常检测
  • A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
    [2025-08-21]
• 长视频叙事生成
  • A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
    [2025-07-11]

Action Detection(动作检测)

• Action Valuation in Sports: A Survey
  [2025-04-09]
• Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges
  [2025-05-08]
• 3D Skeleton-Based Action Recognition: A Review
  [2025-06-03]

Person Re-ID(重识别)

• Recent Deep Learning in Crowd Behaviour Analysis: A Brief Review
  [2025-05-27]
• Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey
  [2025-05-28]
• Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person Matching
  :star:code
  [2025-06-17]
• A review of Recent Techniques for Person Re-Identification
  [2025-09-30]
• 行为检测
  • Enhancing Online Learning by Integrating Biosensors and Multimodal Learning Analytics for Detecting and Predicting Student Behavior: A Review
    :star:code
    [2025-09-10]

Autonomous Driving(自动驾驶)

• A Survey of World Models for Autonomous Driving
  [2025-01-22]
• The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
  :star:code
  [2025-02-18]
• 4D mmWave Radar in Adverse Environments for Autonomous Driving: A Survey
  [2025-04-01]
• Systematic Literature Review on Vehicular Collaborative Perception -- A Computer Vision Perspective
  [2025-04-08]
• Adversarial Examples in Environment Perception for Automated Driving (Review)
  [2025-04-14]
• Collaborative Perception Datasets for Autonomous Driving: A Review
  :star:code
  [2025-04-18]
• Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends
  [2025-04-24]
• Wireless Communication as an Information Sensor for Multi-agent Cooperative Perception: A Survey
  [2025-05-05]
• Generative AI for Autonomous Driving: A Review
  [2025-05-23]
• A Survey on Vision-Language-Action Models for Autonomous Driving
  :star:code
  [2025-07-01]
• Towards Autonomous Riding: A Review of Perception, Planning, and Control in Intelligent Two-Wheelers
  [2025-07-17]
• A Survey on Deep Multi-Task Learning in Connected Autonomous Vehicles
  [2025-08-05]
• Progressive Bird's Eye View Perception for Safety-Critical Autonomous Driving: A Comprehensive Survey
  [2025-08-12]
• Hyperspectral Sensors and Autonomous Driving: Technologies, Limitations, and Opportunities
  [2025-08-28]
• To New Beginnings: A Survey of Unified Perception in Autonomous Vehicle Software
  [2025-08-29]
• Foundation Models for Autonomous Driving Perception: A Survey Through Core Capabilities
  [2025-09-11]
• Maps for Autonomous Driving: Full-process Survey and Frontiers
  [2025-09-17]
• From Static to Dynamic: a Survey of Topology-Aware Perception in Autonomous Driving
  [2025-09-30]
• 车道线检测
  • Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review
    [2025-04-14]
• 分心驾驶检测
  • A Review Paper of the Effects of Distinct Modalities and ML Techniques to Distracted Driving Detection
    [2025-01-22]
  • Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques
    [2025-05-06]
• 交通事故预测
  • Deep Learning Advances in Vision-Based Traffic Accident Anticipation: A Comprehensive Review of Methods,Datasets,and Future Directions
    [2025-05-13]
• 全景视觉
  • One Flight Over the Gap: A Survey from Perspective to Panoramic Vision
    :star:code
    [2025-09-05]

Machine Learning

• A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application
  [2025-01-16]

Few/Zero-Shot Learning/DG/A(小/零样本/域泛化/域适应)

• 零样本
  • Compositional Zero-Shot Learning: A Survey
    :star:code
    [2025-10-14]
• 域泛化
  • CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey
    :star:code
    [2025-04-22]
• Non-Transferable Learning(反迁移学习)
  • Toward Robust Non-Transferable Learning: A Survey and Benchmark
    [2025-02-20]

Retrieval-Augmented Generation(检索增强生成)

• Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
  :star:code
  [2025-03-25]

Vision-Language(视觉语言)

• Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
  [2025-01-03]
• Benchmark Evaluations, Applications, and Challenges of Large Vision Language Models: A Survey
  :star:code
  [2025-01-07]
• Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches
  [2025-01-07]
• Visual Large Language Models for Generalized and Specialized Applications
  :star:code
  [2025-01-07]
• When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs
  :star:code
  [2025-02-11]
• Survey on Vision-Language-Action Models
  [2025-02-12]
• Vision-Language Models for Edge Networks: A Comprehensive Survey
  [2025-02-13]
• Harnessing Vision Models for Time Series Analysis: A Survey
  [2025-02-14]
• A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations
  :star:code
  [2025-02-24]
• Multi-Modal Foundation Models for Computational Pathology: A Survey
  [2025-03-13]
• Small Vision-Language Models: A Survey on Compact Architectures and Techniques
  [2025-03-17]
• A Survey on Efficient Vision-Language Models
  :star:code
  [2025-04-15]
• Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
  :star:code
  [2025-05-09]
• Generalizing Vision-Language Models to Novel Domains: A Comprehensive Survey
  [2025-06-24]
• Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
  :star:code
  [2025-08-07]
• Review of Hallucination Understanding in Large Language and Vision Models
  [2025-10-02]
• Vision Language Models: A Survey of 26K Papers
  [2025-10-13]
• Towards General Urban Monitoring with Vision-Language Models: A Review, Evaluation, and a Research Agenda
  [2025-10-15]
• Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
  [2025-10-28]
• Cross-view Localization and Synthesis -- Datasets, Challenges and Opportunities
  :star:code
  [2025-10-28]
• LLM
  • Leveraging Large Language Models For Scalable Vector Graphics Processing: A Review
    [2025-03-10]
  • A Review on Large Language Models for Visual Analytics
    [2025-03-20]
  • Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions
    [2025-03-24]
  • How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM
    [2025-04-09]
  • PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
    :star:code
    [2025-04-22]
  • A Survey on (M)LLM-Based GUI Agents
    [2025-04-22]
  • Towards Transparent AI: A Survey on Explainable Large Language Models
    [2025-06-30]
  • Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
    :star:code
    [2025-08-14]
• MLLM
  • Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
    [2025-02-25]
  • Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
    :star:code
    [2025-03-18]
  • Aligning Multimodal LLM with Human Preference: A Survey
    :star:code
    [2025-03-19]
  • Survey of Adversarial Robustness in Multimodal Large Language Models
    [2025-03-19]
  • A Survey of Multimodal Hallucination Evaluation and Detection
    [2025-07-28]
  • When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios
    :star:code
    [2025-07-29]
  • OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
    [2025-08-07]
  • A Survey on Agentic Multimodal Large Language Models
    :star:code
    [2025-10-14]
  • Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks
    :star:code
    [2025-10-30]
• 基础模型
  • Vision Generalist Model: A Survey
    [2025-06-12]
• 视觉定位
  • Towards Understanding Visual Grounding in Visual Language Models
    [2025-09-15]
• 多模态推理
  • Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
    :star:code
    [2025-07-01]
• VLA
  • A Survey on Efficient Vision-Language-Action Models
    :star:code
    [2025-10-30]

GAN/Image Synthesis(图像生成)

• Generative AI for Cel-Animation: A Survey
  :star:code
  [2025-01-14]
• Generative Physical AI in Vision: A Survey
  :star:code
  [2025-01-22]
• Survey on AI-Generated Media Detection: From Non-MLLM to MLLM
  [2025-02-11]
• A Survey on Text-Driven 360-Degree Panorama Generation
  :star:code
  [2025-02-21]
• Methods and Trends in Detecting Generated Images: A Comprehensive Review
  [2025-02-24]
• Simulating the Real World: A Unified Survey of Multimodal Generative Models
  [2025-03-07]
• Generative AI for Film Creation: A Survey of Recent Advances
  [2025-04-14]
• Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression
  [2025-05-27]
• A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations
  [2025-06-13]
• GAN
  • Image Inversion: A Survey from GANs to Diffusion and Beyond
    :star:code
    [2025-02-18]
  • Generative Adversarial Networks with Limited Data: A Survey and Benchmarking
    [2025-04-09]
  • A Review on Domain Adaption and Generative Adversarial Networks(GANs)
    [2025-10-15]
  • Generative AI in Depth: A Survey of Recent Advances, Model Variants, and Real-World Applications
    [2025-10-28]
• 图像生成
  • Preference Alignment on Diffusion Model: A Comprehensive Survey for Image Generation and Editing
    [2025-02-13]
  • Personalized Image Generation with Deep Generative Models: A Decade Survey
    :star:code
    [2025-02-19]
  • SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation
    [2025-06-25]
• AIGC
  • Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC
    [2025-02-12]
  • Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions
    :star:code
    [2025-04-29]
  • Secure and Robust Watermarking for AI-generated Images: A Comprehensive Survey
    [2025-10-06]
• 图像到图像翻译
  • Unpaired Image-to-Image Translation with Content Preserving Perspective: A Review
    [2025-02-14]
• 文本-图像
  • A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models
    [2025-02-24]
  • A Review on Generative AI For Text-To-Image and Image-To-Image Generation and Implications To Scientific Images
    [2025-03-03]
  • A Systematic Review of Open Datasets Used in Text-to-Image (T2I) Gen AI Model Safety
    [2025-03-04]
  • A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis
    [2025-03-17]
  • A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models
    [2025-03-19]
  • Text to Image Generation and Editing: A Survey
    [2025-05-06]
• 视频生成
  • A Survey: Spatiotemporal Consistency in Video Generation
    [2025-02-26]
  • Exploring the Evolution of Physics Cognition in Video Generation: A Survey
    :star:code
    [2025-03-28]
  • A Survey of Interactive Generative Video
    [2025-05-01]
  • Controllable Video Generation: A Survey
    :star:code
    [2025-07-24]
  • Bridging Text and Video Generation: A Survey
    [2025-10-07]
• 4D生成
  • Advances in 4D Generation: A Survey
    :star:code
    [2025-03-19]
• 3D生成
  • Recent Advance in 3D Object and Scene Generation: A Survey
    [2025-04-17]
  • AI-powered Contextual 3D Environment Generation: A Systematic Review
    [2025-06-09]
• 视觉-音乐生成
  • Vision-to-Music Generation: A Survey
    :star:code
    [2025-03-28]
• 场景生成
  • 3D Scene Generation: A Survey
    :star:code
    [2025-05-09]
• 迁移
  • Image-to-Video Transfer Learning based on Image-Language Foundation Models: A Comprehensive Survey
    [2025-10-14]

MC/KD/Pruning(模型压缩/知识蒸馏/剪枝)

• A Survey on Dynamic Neural Networks: from Computer Vision to Multi-modal Sensor Fusion
  [2025-01-14]
• Vision Transformers on the Edge: A Comprehensive Survey of Model Compression and Acceleration Strategies
  [2025-03-06]
• Image Recognition with Online Lightweight Vision Transformer: A Survey
  :star:code
  [2025-05-07]
• Token Compression Meets Compact Vision Transformers: A Survey and Comparative Evaluation for Edge AI
  [2025-07-15]
• 量化
  • Zero-shot Quantization: A Comprehensive Survey
    [2025-05-15]
• KD
  • A Comprehensive Survey on Knowledge Distillation
    :star:code
    [2025-03-18]

Visual Question Answering (视觉问答)

• Visual question answering: from early developments to recent advances -- a survey
  [2025-01-08]
• The Quest for Visual Understanding: A Journey Through the Evolution of Visual Question Answering
  [2025-01-14]
• A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task
  [2025-04-25]
• Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures
  [2025-10-24]

Medical Image Progress(医学图像处理)

• In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
  [2025-01-22]
• Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact
  [2025-02-13]
• A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
  [2025-02-18]
• Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review
  [2025-02-24]
• The Impact of Artificial Intelligence on Emergency Medicine: A Review of Recent Advances
  [2025-03-20]
• Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging
  [2025-03-24]
• Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey
  [2025-04-17]
• A Comprehensive Review on RNA Subcellular Localization Prediction
  [2025-04-25]
• A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities
  [2025-05-02]
• From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction
  [2025-05-07]
• Physical foundations for trustworthy medical imaging: a review for artificial intelligence researchers
  [2025-05-07]
• The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics
  [2025-05-08]
• The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review
  [2025-05-12]
• Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
  [2025-05-14]
• Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
  [2025-05-19]
• A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning
  [2025-06-10]
• Foundation Models in Medical Imaging -- A Review and Outlook
  [2025-06-12]
• Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research
  [2025-06-17]
• Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review
  [2025-06-24]
• Systematic Review of Pituitary Gland and Pituitary Adenoma Automatic Segmentation Techniques in Magnetic Resonance Imaging
  [2025-06-25]
• Handcrafted vs. Deep Radiomics vs. Fusion vs. Deep Learning: A Comprehensive Review of Machine Learning -Based Cancer Outcome Prediction in PET and SPECT Imaging
  [2025-07-23]
• Harmonization in Magnetic Resonance Imaging: A Survey of Acquisition, Image-level, and Feature-level Methods
  [2025-07-24]
• Review of Deep Learning Applications to Structural Proteomics Enabled by Cryogenic Electron Microscopy and Tomography
  [2025-07-29]
• Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications
  [2025-08-04]
• A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models
  [2025-08-07]
• A Survey of Medical Point Cloud Shape Learning: Registration, Reconstruction and Variation
  [2025-08-06]
• Federated Learning for Large Models in Medical Imaging: A Comprehensive Review
  [2025-08-29]
• Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges
  [2025-10-24]
• 医学图像分割
  • A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation
    [2025-02-12]
  • Recent Advances in Medical Imaging Segmentation: A Survey
    :star:code
    [2025-05-15]
  • Generalist Models in Medical Image Segmentation: A Survey and Performance Comparison with Task-Specific Approaches
    [2025-06-13]
  • Is the medical image segmentation problem solved? A survey of current developments and future directions
    [2025-08-29]
  • Advances in Medical Image Segmentation: A Comprehensive Survey with a Focus on Lumbar Spine Applications
    [2025-10-07]
• 医学图像融合
  • A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis
    [2025-05-22]
• 医学图像分类
  • Recent Advances in Medical Image Classification
    [2025-06-05]
  • Towards a Transparent and Interpretable AI Model for Medical Image Classifications
    [2025-09-23]
• 医学图像分析
  • Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey
    [2025-07-11]
  • Foundation Models in Medical Image Analysis: A Systematic Review and Meta-Analysis
    [2025-10-21]
• 医学图像增强
  • Challenges, Advances, and Evaluation Metrics in Medical Image Enhancement: A Systematic Literature Review
    [2025-10-16]
• 手术场景理解
  • Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review
    [2025-02-24]
  • Decoding the Surgical Scene: A Scoping Review of Scene Graphs in Surgery
    [2025-09-26]
• 手术视频分割
  • Deep learning approaches to surgical video segmentation and object detection: A Scoping Review
    [2025-02-25]
• 图像配准
  • From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
    [2025-02-27]
• MRI重建
  • A Survey of fMRI to Image Reconstruction
    [2025-02-25]
  • A Comprehensive Survey on Magnetic Resonance Image Reconstruction
    [2025-03-11]
  • A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli
    :star:code
    [2025-03-21]
  • Systematic Review and Meta-analysis of AI-driven MRI Motion Artifact Detection and Correction
    [2025-09-06]
  • Evaluation of Machine Learning Reconstruction Techniques for Accelerated Brain MRI Scans
    [2025-09-10]
  • From 2D to 3D, Deep Learning-based Shape Reconstruction in Magnetic Resonance Imaging: A Review
    [2025-10-03]
  • A Structured Review and Quantitative Profiling of Public Brain MRI Datasets for Foundation Model Development
    [2025-10-24]
• VQA
  • Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights
    [2025-07-14]
• CT
  • State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability
    [2025-08-20]
• 报告生成
  • A Review of Longitudinal Radiology Report Generation: Dataset Composition, Methods, and Performance Evaluation
    [2025-10-15]
• 异常检测
  • Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review
    [2025-10-17]

OCR

• Handwritten Text Recognition: A Survey
  [2025-02-13]
• Visual Text Processing: A Comprehensive Review and Unified Evaluation
  :star:code
  [2025-05-01]
• A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions
  [2025-06-06]
• Advancing Offline Handwritten Text Recognition: A Systematic Review of Data Augmentation and Generation Techniques
  [2025-07-10]
• Seeing the Signs: A Survey of Edge-Deployable OCR Models for Billboard Visibility Analysis
  [2025-07-17]
• Automatic Intermodal Loading Unit Identification using Computer Vision: A Scoping Review
  [2025-09-23]
• 古文字图像识别
  • Ancient Script Image Recognition and Processing: A Review
    [2025-06-25]
• 文档理解
  • A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends
    [2025-07-15]
  • Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
    [2025-10-20]
• 中文字体生成
  • Advancements in Chinese font generation since deep learning era: A survey
    [2025-08-12]

UAV/Remote Sensing/Satellite Image(无人机/遥感/卫星图像)

• Advancing Earth Observation: A Survey on AI-Powered Image Processing in Satellites
  [2025-01-22]
• Plantation Monitoring Using Drone Images: A Dataset and Performance Review
  [2025-02-13]
• A Survey on Remote Sensing Foundation Models: From Vision to Multimodality
  [2025-03-31]
• A Decade of Deep Learning for Remote Sensing Spatiotemporal Fusion: Advances, Challenges, and Opportunities
  :star:code
  [2025-04-02]
• MIMRS: A Survey on Masked Image Modeling in Remote Sensing
  [2025-04-07]
• A comprehensive review of remote sensing in wetland classification and mapping
  [2025-04-16]
• Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
  :star:code
  [2025-05-02]
• Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
  [2025-05-21]
• A Compendium of Autonomous Navigation using Object Detection and Tracking in Unmanned Aerial Vehicles
  [2025-06-09]
• Advancements in Weed Mapping: A Systematic Review
  [2025-07-03]
• From Physics to Foundation Models: A Review of AI-Driven Quantitative Remote Sensing Inversion
  [2025-07-15]
• Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art
  [2025-07-22]
• Sun sensor calibration algorithms: A systematic mapping and survey
  [2025-07-30]
• A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives
  [2025-08-21]
• Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey
  [2025-10-20]
• Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications
  [2025-10-23]
• 目标检测
  • Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives
    :star:code
    [2025-07-21]
• Anti-UAV
  • Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions
    [2025-04-17]
• 变化检测
  • Operational Change Detection for Geographical Information: Overview and Challenges
    [2025-03-19]
• 船舶分类
  • A Survey on SAR ship classification using Deep Learning
    [2025-03-18]
• 火灾烟雾 Fire and Smoke Datasets in 20 Years: An In-depth Review
  [2025-03-20]
• 野生动物监测
  • Automated Detection of Salvin's Albatrosses: Improving Deep Learning Tools for Aerial Wildlife Surveys
    [2025-05-19]
• 遥感图像分割
  • From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation
    [2025-05-22]
• 遥感超分辨率
  • Advancing Image Super-resolution Techniques in Remote Sensing: A Comprehensive Survey
    [2025-05-30]

Object Tracking(目标跟踪)

• Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art
  [2025-06-17]
• A Deep Dive into Generic Object Tracking: A Survey
  [2025-08-01]
• Omni Survey for Multimodality Analysis in Visual Object Tracking
  :star:code
  [2025-08-19]

Object Detection(目标检测)

• Context in object detection: a systematic literature review
  [2025-04-01]
• Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
  :star:code
  [2025-04-15]
• Architectural Insights into Knowledge Distillation for Object Detection: A Comprehensive Review
  [2025-08-06]
• Object Detection with Multimodal Large Vision-Language Models: An In-depth Review
  [2025-08-28]
• Explaining What Machines See: XAI Strategies in Deep Object Detection Models
  [2025-09-03]
• 线路检测
  • Deep Learning in Automated Power Line Inspection: A Review
    [2025-02-13]
• 小目标检测
  • Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications
    [2025-03-27]
• 3D目标检测
  • A Review of 3D Object Detection with Vision-Language Models
    [2025-04-29]
  • Few-Shot Learning in Video and 3D Object Detection: A Survey
    [2025-07-24]
• 水下监测
  • AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring
    [2025-09-03]
  • A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models
    [2025-09-11]
  • Sonar Image Datasets: A Comprehensive Survey of Resources, Challenges, and Applications
    [2025-10-07]
• YOLO
  • YOLOv8 to YOLO11: A Comprehensive Architecture In-depth Comparative Review
    [2025-01-24]
  • A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions
    [2025-04-17]
  • A Decade of You Only Look Once (YOLO) for Object Detection
    [2025-04-29]
  • YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges
    [2025-08-05]
  • Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
    [2025-10-14]

HOI

• 3D Human Interaction Generation: A Survey
  [2025-03-18]
• A Survey on Human Interaction Motion Generation
  :star:code
  [2025-03-18]

Trajectory Prediction(轨迹预测)

• Trajectory Prediction Meets Large Language Models: A Survey
  :star:code
  [2025-06-05]
• Recent Advances in Multi-Agent Human Trajectory Prediction: A Comprehensive Review
  [2025-06-19]

Action Recognition

• SMART-Vision: Survey of Modern Action Recognition Techniques in Vision
  [2025-01-23]

Pose(姿态估计)

• Survey on Hand Gesture Recognition from Visual Input
  [2025-01-22]
• Emotion Recognition from Skeleton Data: A Comprehensive Survey
  [2025-07-25]
• 手势识别
  • Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions
    [2025-07-08]
• 3D HPE
  • 3D Human Pose and Shape Estimation from LiDAR Point Clouds: A Review
    :star:code
    [2025-09-16]

Points Cloud(点云)

• Implicit Guidance and Explicit Representation of Semantic Information in Points Cloud: A Survey
  [2025-01-13]
• Point Cloud Based Scene Segmentation: A Survey
  [2025-03-18]
• Point Cloud Compression and Objective Quality Assessment: A Survey
  [2025-07-01]
• Deep Learning For Point Cloud Denoising: A Survey
  [2025-08-19]
• Deep learning for 3D point cloud processing - from approaches, tasks to its implications on urban and environmental applications
  [2025-09-17]

3D Visual

• Deep Learning Reforms Image Matching: A Survey and Outlook
  [2025-06-06]
• R3eVision: A Survey on Robust Rendering, Restoration, and Enhancement for 3D Low-Level Vision
  :star:code
  [2025-06-23]
• From 2D to 3D Cognition: A Brief Survey of General World Models
  [2025-06-26]
• Out-of-distribution detection in 3D applications: a review
  [2025-07-02]
• 三维重建
  • Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparison
    [2025-02-28]
  • Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey
    [2025-03-20]
  • A Survey on Event-driven 3D Reconstruction: Development under Different Categories
    [2025-03-26]
  • Explicit and Implicit Representations in AI-based 3D Reconstruction for Radiology: A systematic literature review
    :star:code
    [2025-04-16]
  • A Survey on 3D Reconstruction Techniques in Plant Phenotyping: From Classical Methods to Neural Radiance Fields (NeRF), 3D Gaussian Splatting (3DGS), and Beyond
    [2025-05-05]
  • A Survey of 3D Reconstruction with Event Cameras: From Event-based Geometry to Neural 3D Rendering
    [2025-05-14]
  • Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT
    [2025-07-14]
  • Advances in Feed-Forward 3D Reconstruction and View Synthesis: A Survey
    :star:code
    [2025-07-22]
  • Event Camera Guided Visual Media Restoration & 3D Reconstruction: A Survey
    [2025-09-15]
• 深度估计
  • A Systematic Literature Review on Deep Learning-based Depth Estimation in Computer Vision
    [2025-01-10]
  • Survey on Monocular Metric Depth Estimation
    [2025-01-22]
  • Endoscopic Depth Estimation Based on Deep Learning: A Survey
    [2025-07-29]
• 三维形状生成
  • 3D Shape Generation: A Survey
    [2025-07-01]
• 3DGS
  • A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation
    :star:code
    [2025-08-14]
  • From Fields to Splats: A Cross-Domain Survey of Real-Time Neural Scene Representations
    [2025-09-30]
  • From Volume Rendering to 3D Gaussian Splatting: Theory and Applications
    [2025-10-22]
  • The Impact and Outlook of 3D Gaussian Splatting
    [2025-10-31]

Face(人脸)

• A Survey on Facial Image Privacy Preservation in Cloud-Based Services
  [2025-01-16]
• Emotion Recognition and Generation: A Comprehensive Review of Face, Speech, and Text Modalities
  [2025-02-12]
• Face Deepfakes - A Comprehensive Review
  [2025-02-17]
• Generative Models at the Frontier of Compression: A Survey on Generative Face Video Coding
  [2025-06-10]
• Inclusive Review on Advances in Masked Human Face Recognition Technologies
  [2025-08-05]
• Deep Data Hiding for ICAO-Compliant Face Images: A Survey
  [2025-08-28]
• 情绪分析
  • Enhanced Sentiment Analysis of Iranian Restaurant Reviews Utilizing Sentiment Intensity Analyzer & Fuzzy Logic
    [2025-03-18]
• 情感识别
  • Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
    [2025-05-27]
• 说话头
  • Advancing Talking Head Generation: A Comprehensive Survey of Multi-Modal Methodologies, Datasets, Evaluation Metrics, and Loss Functions
    :star:code
    [2025-07-08]

Image/Video compress(图视频压缩)

• [Compressed Video Quality Enhancement: Classifying and Benchmarking over Standards(https://arxiv.org/abs/2509.10407)
  [2025-09-15]

Image Captioning(图像字幕)

• Attention-based transformer models for image captioning across languages: An in-depth survey and evaluation
  [2025-06-09]

Image Segmentation(图像分割)

• A Comparative Review of the Histogram-based Image Segmentation Methods
  [2025-02-27]
• SAM2 for Image and Video Segmentation: A Comprehensive Survey
  [2025-03-18]
• Self-Supervised Learning for Image Segmentation: A Comprehensive Survey
  [2025-05-21]
• Reasoning Segmentation for Images and Videos: A Survey
  [2025-05-27]
• Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems
  [2025-06-18]
• Multimodal Referring Segmentation: A Survey
  :star:code
  [2025-08-04]
• 语义分割
  • A Survey on Training-free Open-Vocabulary Semantic Segmentation
    [2025-05-29]
  • Domain Generalization for Semantic Segmentation: A Survey
    [2025-10-07]
• 场景解析
  • A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects
    [2025-06-17]
• 场景理解
  • What Demands Attention in Urban Street Scenes? From Scene Understanding towards Road Safety: A Survey of Vision-driven Datasets and Studies
    [2025-07-10]
• VOS
  • Segment Anything for Video: A Comprehensive Review of Video Object Segmentation and Tracking from Past to Future
    [2025-07-31]

Image Retrieval(图像检索)

• Learning-Based Hashing for ANN Search: Foundations and Early Advances
  [2025-10-07]
• A Comprehensive Survey on Composed Image Retrieval
  [2025-02-27]
• Composed Multi-modal Retrieval: A Survey of Approaches and Applications
  [2025-03-04]

Image Classification(图像分类)

• Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh's Perspective
  [2025-01-08]基于深度学习的植物叶片病害检测与分类
• 作物害虫分类
  • Crop Pest Classification Using Deep Learning Techniques: A Review
    [2025-07-03]
• CD
  • Category Discovery: An Open-World Perspective
    :star:code
    [2025-09-29]

Image Super-Resolution(超分辨率)

• State-of-the-Art Transformer Models for Image Super-Resolution: Techniques, Challenges, and Applications
  [2025-01-15]
• Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
  :star:code
  [2025-09-30]
• VSR
  • A Survey of Deep Learning Video Super-Resolution
    [2025-06-05]

Image Progress(图像/视频处理)

• Fuzzy Theory in Computer Vision: A Review
  [2025-07-28]
• 图像恢复
  • Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey
    :star:code
    [2025-05-23]
  • Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
    [2025-10-13]
• 水下图像增强
  • Underwater Image Enhancement using Generative Adversarial Networks: A Survey
    [2025-01-14]
  • Visual enhancement and 3D representation for underwater scenes: a review
    [2025-05-06]
• 图像质量评估/增强
  • Fundus Image Quality Assessment and Enhancement: a Systematic Review
    [2025-01-22]
  • A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement
    [2025-02-11]
  • A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook
    [2025-02-13]
  • A review of advancements in low-light image enhancement using deep learning
    [2025-05-12]
  • Recent Advancements in Microscopy Image Enhancement using Deep Learning: A Survey
    [2025-09-22]
  • Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis
    :star:code
    [2025-10-08]
• 去反射
  • Survey on Single-Image Reflection Removal using Deep Learning Techniques
    [2025-02-14]
• 视频恢复
  • Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques
    [2025-07-14]

Unknown(未分)

• Visualizing Uncertainty in Image Guided Surgery a Review
  [2025-01-14]
• A Preliminary Survey of Semantic Descriptive Model for Images
  [2025-01-16]
• New Fashion Products Performance Forecasting: A Survey on Evolutions, Models and Emerging Trends
  [2025-01-20]
• Explainable artificial intelligence (XAI): from inherent explainability to large language models
  [2025-01-20]
• Explainability for Vision Foundation Models: A Survey
  [2025-01-22]
• Advanced technology in railway track monitoring using the GPR Technique: A Review
  [2025-01-22]
• Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations
  [2025-01-22]
• Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation
  [2025-02-10]
• Diffusion Models for Computational Neuroimaging: A Survey
  :star:code
  [2025-02-11]
• Safety at Scale: A Comprehensive Survey of Large Model Safety
  [2025-02-11]
• Event Vision Sensor: A Review
  [2025-02-11]
• A Survey on Mamba Architecture for Vision Applications
  [2025-02-12]
• A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision
  :star:code
  [2025-02-18]
• Event-based Solutions for Human-centered Applications: A Comprehensive Review
  :star:code
  [2025-02-27]
• A Survey on Ordinal Regression: Applications, Advances and Prospects
  [2025-03-04]
• Lossy Neural Compression for Geospatial Analytics: A Review
  [2025-03-04]
• A Review on Geometry and Surface Inspection in 3D Concrete Printing
  [2025-03-11]
• A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility
  [2025-03-11]
• A Survey on Wi-Fi Sensing Generalizability: Taxonomy, Techniques, Datasets, and Future Research Prospects
  [2025-03-12]
• Challenges and Trends in Egocentric Vision: A Survey
  [2025-03-20]
• A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions
  [2025-03-24]
• Hybrid Multi-Stage Learning Framework for Edge Detection: A Survey
  [2025-03-31]
• Towards Mobile Sensing with Event Cameras on High-mobility Resource-constrained Devices: A Survey
  [2025-04-01]
• Foundation Models For Seismic Data Processing: An Extensive Review
  [2025-04-01]
• A Survey of Pathology Foundation Model: Progress and Future Directions
  :star:code
  [2025-04-08]
• Attention in Diffusion Model: A Survey
  [2025-04-08]
• Loss Functions in Deep Learning: A Comprehensive Review
  [2025-04-08]
• Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review
  [2025-04-14]
• Computer-Aided Layout Generation for Building Design: A Review
  :star:code
  [2025-04-15]
• Digital Twin Generation from Visual Data: A Survey
  :star:code
  [2025-04-18]
• A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions
  [2025-04-22]
• Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications
  [2025-04-25]
• A Survey on Event-based Optical Marker Systems
  [2025-04-30]
• Diffusion Model Quantization: A Review
  :star:code
  [2025-05-09]
• From Events to Enhancement: A Survey on Event-Based Imaging Technologies
  :star:code
  [2025-05-12]
• Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
  [2025-05-13]
• A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
  [2025-05-19]
• Diffusion Model in Hyperspectral Image Processing and Analysis: A Review
  [2025-05-19]
• Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey
  [2025-05-21]
• Semantic Correspondence: Unified Benchmarking and a Strong Baseline
  :star:code
  [2025-05-26]
• Camera Trajectory Generation: A Comprehensive Survey of Methods, Metrics, and Future Directions
  [2025-06-03]
• Towards Geometry Problem Solving in the Large Model Era: A Survey
  [2025-06-04]
• A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping
  [2025-06-17]
• Style-based Composer Identification and Attribution of Symbolic Music Scores: a Systematic Survey
  [2025-06-17]
• Integrating Multi-Modal Sensors: A Review of Fusion Techniques for Intelligent Vehicles
  [2025-06-30]
• A Survey on Interpretability in Visual Recognition
  [2025-07-16]
• A Survey of Deep Learning for Geometry Problem Solving
  :star:code
  [2025-07-17]
• Transformer-based Spatial Grounding: A Comprehensive Survey
  [2025-07-18]
• Agentic Design Review System
  [2025-08-18]
• Towards Open World Detection: A Survey
  [2025-08-25]
• Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models
  [2025-09-30]
• Color Models in Image Processing: A Review and Experimental Comparison
  [2025-10-02]
• Unsupervised Transformer Pre-Training for Images: Self-Distillation, Mean Teachers, and Random Crops
  [2025-10-07]
• A Comprehensive Review on Artificial Intelligence Empowered Solutions for Enhancing Pedestrian and Cyclist Safety
  [2025-10-07]
• Quantum-enhanced Computer Vision: Going Beyond Classical Algorithms
  [2025-10-09]
• Multi Camera Connected Vision System with Multi View Analytics: A Comprehensive Survey
  [2025-10-14]
• Prompt-based Adaptation in Large-scale Vision Models: A Survey
  [2025-10-16]
• A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation
  [2025-10-23]
• Vision-Based Mistake Analysis in Procedural Activities: A Review of Advances and Challenges
  [2025-10-23]

2023 年论文分类汇总戳这里

↘️CVPR-2023-Papers ↘️WACV-2023-Papers ↘️ICCV-2023-Papers ↘️2023-CV-Surveys

2022 年论文分类汇总戳这里

↘️CVPR-2022-Papers ↘️WACV-2022-Papers ↘️ECCV-2022-Papers

2021 年论文分类汇总戳这里

↘️ICCV-2021-Papers ↘️CVPR-2021-Papers

2020 年论文分类汇总戳这里

↘️CVPR-2020-Papers ↘️ECCV-2020-Papers

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