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查看2024年综述文献点这里↘️2024-CV-Surveys

2024 年论文分类汇总戳这里

↘️WACV-2024-Papers

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

2021 年论文分类汇总戳这里

2020 年论文分类汇总戳这里

2024-CV-Surveys

2024 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9月19日已公开 345+2 篇。

1月份共计44篇。<br> 2月份共计36篇。<br> 3月份共计25篇。<br> 4月份共计33篇。<br> 5月份共计50篇。<br> 6月份共计40篇。<br> 7月份共计48篇。<br> 8月份共计46篇。<br> 计322篇。

目录

Biometrics

• Reversing the Irreversible: A Survey on Inverse Biometrics<br>[2024-01-08]

Data Augmentation

• A survey of synthetic data augmentation methods in computer vision<br>[2024-03-18]

Fish-eye Camera(鱼眼相机)

• A Comprehensive Overview of Fish-Eye Camera Distortion Correction Methods<br>[2024-01-02]
• Surround-View Fisheye Optics in Computer Vision and Simulation: Survey and Challenge<br>[2024-02-20]

Memes Detection

• Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities<br>[2024-06-12]

Fake News Detection(虚假新闻检测)

• Fact-checking based fake news detection: a review<br>[2024-01-04]

Scene Graph Generation

• A Review and Efficient Implementation of Scene Graph Generation Metrics<br>:star:code<br>[2024-04-16]

Deepfake

• Deepfake Generation and Detection: A Benchmark and Survey<br>[2024-03-27]<br>:star:code
• A Timely Survey on Vision Transformer for Deepfake Detection<br>[2024-05-15]
• Media Forensics and Deepfake Systematic Survey<br>[2024-06-21]
• The Tug-of-War Between Deepfake Generation and Detection<br>[2024-07-09]

Industrial Anomaly Detection(工业缺陷检测)

• A Systematic Review of Available Datasets in Additive Manufacturing<br>[2024-01-30]
• A Comprehensive Survey on Machine Learning Driven Material Defect Detection: Challenges, Solutions, and Future Prospects<br>[2024-06-13]
• A PRISMA Driven Systematic Review of Publicly Available Datasets for Benchmark and Model Developments for Industrial Defect Detection<br>[2024-06-13]
• Transformers and Large Language Models for Efficient Intrusion Detection Systems: A Comprehensive Survey<br>[2024-08-15]
• VAD
  • A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect<br>[2024-01-30]
• 点云的工业系统 3D 缺陷检测和分类
  • Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey<br>[2024-02-21]
• OOD
  • Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey(https://github.com/AtsuMiyai/Awesome-OOD-VLM)<br>[2024-08-01]<br>

Multi-Label Learning(多标签学习)

• Deep Learning for Multi-Label Learning: A Comprehensive Survey<br>[2024-01-31]

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

• 零样本
  • Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning<br>[2024-03-13]

Deep learning

• 长尾学习
  • A Systematic Review on Long-Tailed Learning<br>[2024-08-02]

Machine Learning(机器学习)

• A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective<br>[2024-02-21]
• Open-world Machine Learning: A Review and New Outlooks<br>[2024-03-06]无PDF
• Inference Attacks in Machine Learning as a Service: A Taxonomy, Review, and Promising Directions<br>[2024-06-05]
• Machine Learning for Methane Detection and Quantification from Space -- A survey<br>[2024-08-28]
• Digital Twins in Additive Manufacturing: A Systematic Review<br>[2024-09-04]
• 持续学习
  • Continual Learning with Pre-Trained Models: A Survey<br>:star:code<br>[2024-01-30]
• 迁移学习
  • Which Model to Transfer? A Survey on Transferability Estimation<br>:star:code<br>[2024-02-26]
• 联邦学习
  • Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective<br>[2024-06-03]
• 木马攻击
  • A Survey of Trojan Attacks and Defenses to Deep Neural Networks<br>[2024-08-20]

Object Re-Id/Pose Estimation

• 物体重识别
  • Transformer for Object Re-Identification: A Survey<br>[2024-01-17]
• 物体姿态估计
  • Deep Learning-Based Object Pose Estimation: A Comprehensive Survey<br>:star:code<br>[2024-05-14]

Self-supervised Learning

• 自监督
  • Masked Modeling for Self-supervised Representation Learning on Vision and Beyond<br>:star:code<br>[2024-01-03]
  • A review on discriminative self-supervised learning methods<br>[2024-05-09]
  • Masked Image Modeling: A Survey<br>[2024-08-14]
  • A Survey of the Self Supervised Learning Mechanisms for Vision Transformers<br>[2024-09-02]
• 无监督学习
  • A Survey on Deep Clustering: From the Prior Perspective<br>[2024-07-01]

Neural Radiance Fields (NeRF)

• Neural Radiance Field-based Visual Rendering: A Comprehensive Review<br>[2024-04-02]
• Dynamic NeRF: A Review<br>[2024-05-15]

Human Object Interaction(人机交互)

• How Can Large Language Models Enable Better Socially Assistive Human-Robot Interaction: A Brief Survey<br>[2024-04-02]
• A Review of Human-Object Interaction Detection<br>[2024-08-21]

Robot/SLAM

• SLAM
  • How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey<br>[2024-02-21]
• VR
  • AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey<br>[2024-02-06]
• 地理定位
  • Computer Vision for Multimedia Geolocation in Human Trafficking Investigation: A Systematic Literature Review<br>[2024-02-26]
• 机器人
  • Survey on Datasets for Perception in Unstructured Outdoor Environments<br>[2024-04-30]
  • A Brief Survey on Leveraging Large Scale Vision Models for Enhanced Robot Grasping<br>[2024-06-18]
  • A Survey of Embodied Learning for Object-Centric Robotic Manipulation<br>:star:code<br>[2024-08-22]
  • Visual Servoing for Robotic On-Orbit Servicing: A Survey<br>[2024-09-05]
• PR
  • General Place Recognition Survey: Towards Real-World Autonomy<br>:star:code<br>[2024-05-09]

Autonomous Driving(自动驾驶)

• A Survey on Autonomous Driving Datasets: Data Statistic, Annotation, and Outlook<br>[2024-01-04]
• Data-Centric Evolution in Autonomous Driving: A Comprehensive Survey of Big Data System, Data Mining, and Closed-Loop Technologies<br>[2024-01-24]
• A Survey for Foundation Models in Autonomous Driving<br>[2024-02-05]
• Review of the Learning-based Camera and Lidar Simulation Methods for Autonomous Driving Systems<br>[2024-02-16]
• Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review<br>[2024-02-16]
• A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions<br>[2024-03-13]
• Monocular 3D lane detection for Autonomous Driving: Recent Achievements, Challenges, and Outlooks<br>[2024-04-11]
• Neural Radiance Field in Autonomous Driving: A Survey<br>[2024-04-23]
• Collaborative Perception Datasets in Autonomous Driving: A Survey<br>[2024-04-23]
• A Survey on Intermediate Fusion Methods for Collaborative Perception Categorized by Real World Challenges<br>[2024-04-26]
• Vision-based 3D occupancy prediction in autonomous driving: a review and outlook<br>:star:code<br>[2024-05-07]
• A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective<br>:star:code<br>[2024-05-09]
• Cooperative Visual-LiDAR Extrinsic Calibration Technology for Intersection Vehicle-Infrastructure: A review<br>[2024-05-17]
• Collective Perception Datasets for Autonomous Driving: A Comprehensive Review<br>[2024-05-28]
• Panoptic Perception for Autonomous Driving: A Survey<br>[2024-08-29]
• Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review<br>[2024-09-13]
• 目标检测
  • Robustness-Aware 3D Object Detection in Autonomous Driving: A Review and Outlook<br>[2024-01-15]
  • Deep Event-based Object Detection in Autonomous Driving: A Survey<br>[2024-05-08]
  • A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future Directions<br>:star:code<br>[2024-08-30]
• 车辆重识别
  • A Comprehensive Survey on Deep-Learning-based Vehicle Re-Identification: Models, Data Sets and Challenges<br>[2024-01-22]
• 疲劳驾驶检测
  • A Survey on Drowsiness Detection -- Modern Applications and Methods<br>[2024-08-26]

Tamper Detection/image forencis detection(图像篡改检测方向)

• Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review<br>[2024-01-17]

Neural Rendering(神经渲染)

• Neural Rendering and Its Hardware Acceleration: A Review<br>[2024-02-02]

Neural Radiance Fields

• Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review<br>[2024-02-20]

Visual Question Answering

• Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review<br>[2024-07-02]

Vision language(视觉语言)

• A Survey on Hallucination in Large Vision-Language Models<br>[2024-02-02]
• Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions<br>[2024-04-12]
• A Survey on Visual Mamba<br>[2024-04-25]
• Vision Mamba: A Comprehensive Survey and Taxonomy<br>:star:code<br>[2024-05-08]
• A Survey on Vision-Language-Action Models for Embodied AI<br>[2024-05-24]
• JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models<br>:house:project<br>[2024-07-03]
• Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models<br>:star:code<br>[2024-08-06]
• Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey<br>[2024-09-19]
• One missing piece in Vision and Language: A Survey on Comics Understanding<br>:star:code<br>[2024-09-17]
• 基础模型
  • Few-shot Adaptation of Multi-modal Foundation Models: A Survey<br>[2024-01-04]
  • Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Review<br>[2024-05-17]
  • Towards Vision-Language Geo-Foundation Model: A Survey<br>:star:code<br>[2024-06-14]
• MLLM
  • The (R)Evolution of Multimodal Large Language Models: A Survey<br>[2024-02-21]
  • Efficient Multimodal Large Language Models: A Survey<br>:star:code<br>[2024-05-20]
  • A Survey of Multimodal Large Language Model from A Data-centric Perspective<br>[2024-05-28]
  • The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective<br>:star:code<br>[2024-07-12]
  • A Survey on Benchmarks of Multimodal Large Language Models<br>:star:code<br>[2024-08-19]
• VLN
  • Vision-Language Navigation with Embodied Intelligence: A Survey<br>[2024-02-23]
  • Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models<br>[2024-07-10]
  • A Survey on Evaluation of Multimodal Large Language Models<br>[2024-08-29]
• LLM
  • Large Multimodal Agents: A Survey<br>:star:code<br>[2024-02-26]
  • Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security<br>[2024-04-09]
  • Hallucination of Multimodal Large Language Models: A Survey<br>:star:code<br>[2024-04-30]
  • Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey<br>:star:code<br>[2024-06-04]
  • A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends<br>:star:code<br>[2024-07-11]
  • Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey)<br>[2024-07-19]
  • Knowledge Mechanisms in Large Language Models: A Survey and Perspective<br>[2024-07-23]
  • Harnessing Large Vision and Language Models in Agriculture: A Review<br>[2024-07-30]
• 多模态
  • A Comprehensive Survey on Deep Multimodal Learning with Missing Modality<br>[2024-09-13]

Vision Transformer

• Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey<br>[2024-02-06]
• Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges<br>:star:code<br>[2024-04-26]
• A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis<br>[2024-06-11]
• A Review of Transformer-Based Models for Computer Vision Tasks: Capturing Global Context and Spatial Relationships<br>[2024-08-28]

Style Transfer(风格迁移)

• Evaluation in Neural Style Transfer: A Review<br>[2024-01-31]

Image Matching(图像匹配)

• Local Feature Matching Using Deep Learning: A Survey<br>[2024-02-01]

Point Cloud(点云)

• A Comprehensive Survey and Taxonomy on Point Cloud Registration Based on Deep Learning<br>:star:code<br>[2024-04-23]
• Advancing 3D Point Cloud Understanding through Deep Transfer Learning: A Comprehensive Survey<br>[2024-07-26]

MC/KD/Pruning(模型压缩/知识蒸馏/剪枝)

• Computer Vision Model Compression Techniques for Embedded Systems: A Survey<br>:star:code<br>[2024-08-16]
• Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness<br>:star:code<br>[2024-09-04]

OCR

• Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis<br>[2024-03-08]
• A short review on graphonometric evaluation tools in children.<br>[2024-06-11]
• 文本图像处理
  • Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing<br>:star:code<br>[2024-02-06]
• 图表理解
  • From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models<br>[2024-03-19]
• 文档理解
  • Deep Learning based Visually Rich Document Content Understanding: A Survey<br>[2024-08-05]
• 文本识别
  • Self-Supervised Learning for Text Recognition: A Critical Survey<br>[2024-07-30]
• 手写识别
  • An inclusive review on deep learning techniques and their scope in handwriting recognition<br>[2024-04-15]
  • A Perspective Analysis of Handwritten Signature Technology<br>[2024-05-24]

Generation

• Video Diffusion Models: A Survey<br>:star:code<br>[2024-05-07]
• Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond<br>:star:code<br>[2024-05-07]
• Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization<br>[2024-05-24]
• LLMs Meet Multimodal Generation and Editing: A Survey<br>:star:code<br>[2024-05-30]
• Diffusion Models and Representation Learning: A Survey<br>:star:code<br>[2024-07-02]
• Replication in Visual Diffusion Models: A Survey and Outlook<br>:star:code<br>[2024-08-02]
• A Comprehensive Survey on Synthetic Infrared Image synthesis<br>[2024-08-14]
• Diffusion-Based Visual Art Creation: A Survey and New Perspectives<br>[2024-08-23]
• 文本-图像生成
  • Text-to-Image Cross-Modal Generation: A Systematic Review<br>[2024-01-23]
  • Controllable Generation with Text-to-Image Diffusion Models: A Survey<br>:star:code<br>[2024-03-08]
  • Evaluating Text to Image Synthesis: Survey and Taxonomy of Image Quality Metrics<br>[2024-03-19]
  • Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation<br>[2024-04-02]
  • Theoretical research on generative diffusion models: an overview<br>[2024-04-16]
  • Exploring Feedback Generation in Automated Skeletal Movement Assessment: A Comprehensive Overview<br>[2024-04-16]
  • Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey<br>:star:code<br>[2024-07-24]
• 内容生成
  • A Survey on Personalized Content Synthesis with Diffusion Models<br>[2024-05-10]
  • 文本-3D
    • A Survey On Text-to-3D Contents Generation In The Wild<br>[2024-05-16]
  • 3D 内容生成
    • A Comprehensive Survey on 3D Content Generation<br>[2024-02-05]
• AIGC
  • Generative Visual Compression: A Review<br>[2024-02-06]
  • Generative AI in Vision: A Survey on Models, Metrics and Applications<br>[2024-02-27]
  • Retrieval-Augmented Generation for AI-Generated Content: A Survey<br>:star:code<br>[2024-01-01]
  • A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication<br>[2024-07-16]
• 图像编辑
  • Diffusion Model-Based Image Editing: A Survey<br>:star:code<br>[2024-02-28]
  • A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models<br>:star:code<br>[2024-06-21]
• 文本-视频
  • Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models<br>:star:code<br>[2024-02-28]
  • Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation<br>[2024-03-11]
  • From Sora What We Can See: A Survey of Text-to-Video Generation<br>:star:code<br>[2024-05-20]
• 视频生成
  • A Survey on Long Video Generation: Challenges, Methods, and Prospects<br>[2024-03-26]
  • A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights<br>[2024-07-12]
• 视频编辑
  • Diffusion Model-Based Video Editing: A Survey<br>:star:code<br>[2024-07-11]
• GAN
  • Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis<br>[2024-04-29]合成虹膜图像
  • A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes<br>[2024-07-15]
• 街景视角合成
  • Bird's-Eye View to Street-View: A Survey<br>[2024-05-16]
• 人体情感识别
  • Generative Technology for Human Emotion Recognition: A Scope Review<br>[2024-07-08]
  • Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review<br>[2024-07-09]
  • Survey on Emotion Recognition through Posture Detection and the possibility of its application in Virtual Reality<br>[2024-08-06]
• 艺术字生成
  • Intelligent Artistic Typography: A Comprehensive Review of Artistic Text Design and Generation<br>:star:code<br>[2024-07-23]
• 扩撒
  • A Comprehensive Survey on Diffusion Models and Their Applications<br>[2024-08-21]
  • Alignment of Diffusion Models: Fundamentals, Challenges, and Future<br>[2024-09-12]

Model Compression

• Model Compression Techniques in Biometrics Applications: A Survey<br>[2024-01-19]
• KD
  • A Comprehensive Review of Knowledge Distillation in Computer Vision<br>[2024-04-02]

Biometrics(生物特征识别)

• Deep Learning Techniques for Hand Vein Biometrics: A Comprehensive Review<br>[2024-09-12]

Reid/Pedestrian Detection(行人/重识别检测)

• Reid
  • A Survey on 3D Skeleton Based Person Re-Identification: Approaches, Designs, Challenges, and Future Directions<br>:star:code<br>[2024-01-30]
  • 基于文本-重识别
    • From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification<br>[2024-08-02]
• 行人检测
  • Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey<br>[2024-01-17]
  • Research, Applications and Prospects of Event-Based Pedestrian Detection: A Survey<br>[2024-07-08]

Human Action Recognition(人体动作识别)

• Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey<br>[2024-01-12]
• A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition<br>[2024-03-26]
• A Survey on Backbones for Deep Video Action Recognition<br>[2024-05-10]
• From CNNs to Transformers in Multimodal Human Action Recognition: A Survey<br>[2024-05-28]
• Self-Supervised Skeleton Action Representation Learning: A Benchmark and Beyond<br>[2024-06-06]
• RNNs, CNNs and Transformers in Human Action Recognition: A Survey and A Hybrid Model<br>[2024-07-09]
• A Comprehensive Review of Few-shot Action Recognition<br>[2024-07-23]
• A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review<br>[2024-09-04]
• A Comprehensive Methodological Survey of Human Activity Recognition Across Divers Data Modalities<br>[2024-09-17]
• 跌倒检测
  • Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review<br>[2024-01-23]

Human Pose Estimation(人体姿态估计)

• In-Bed Pose Estimation: A Review<br>[2024-02-02]
• Survey of 3D Human Body Pose and Shape Estimation Methods for Contemporary Dance Applications<br>[2024-01-05]
• Deep Learning for 3D Human Pose Estimation and Mesh Recovery: A Survey<br>:star:code<br>[2024-03-01]
• A Survey on 3D Egocentric Human Pose Estimation<br>[2024-03-27]
• Human Modelling and Pose Estimation Overview<br>[2024-06-28]
• Markerless Multi-view 3D Human Pose Estimation: a survey<br>[2024-07-08]
• 三维人体
  • A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation<br>[2024-06-07]
• 手势合成
  • A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities<br>[2024-08-13]
• 手语翻译
  • From Rule-Based Models to Deep Learning Transformers Architectures for Natural Language Processing and Sign Language Translation Systems: Survey, Taxonomy and Performance Evaluation<br>[2024-08-28]

Video

• Deep video representation learning: a survey<br>[2024-05-13]
• Segment Anything for Videos: A Systematic Survey<br>:star:code<br>[2024-08-19]
• 视频理解
  • Video Understanding with Large Language Models: A Survey<br>:star:code<br>[2024-01-01]
  • A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming<br>[2024-04-26]
  • Foundation Models for Video Understanding: A Survey<br>:star:code<br>[2024-05-08]
  • A Survey of Video Datasets for Grounded Event Understanding<br>[2024-06-17]
• 视频预测
  • A Survey on Video Prediction: From Deterministic to Generative Approaches<br>[2024-01-29]
• 视频制作
  • Reviewing Intelligent Cinematography: AI research for camera-based video production<br>[2024-05-09]
• 视频异常检测
  • Networking Systems for Video Anomaly Detection: A Tutorial and Survey<br>:star:code<br>[2024-05-20]
  • Video Anomaly Detection in 10 Years: A Survey and Outlook<br>[2024-05-31]
  • Deep Learning for Video Anomaly Detection: A Review<br>[2024-09-10]

Object Tracking(目标跟踪)

• Beyond Traditional Single Object Tracking: A Survey<br>[2024-05-20]
• The Progression of Transformers from Language to Vision to MOT: A Literature Review on Multi-Object Tracking with Transformers<br>[2024-06-25]
• 多模态目标跟踪
  • Awesome Multi-modal Object Tracking<br>:star:code<br>[2024-05-24]

Object Detection(目标检测)

• Agricultural Object Detection with You Look Only Once (YOLO) Algorithm: A Bibliometric and Systematic Literature Review<br>[2024-01-22]
• YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain<br>[2024-06-17]
• YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series<br>[2024-07-01]
• Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer<br>[2024-07-12]
• A Survey and Evaluation of Adversarial Attacks for Object Detection<br>[2024-08-06]
• 小样本目标检测
  • Beyond Few-shot Object Detection: A Detailed Survey<br>[2024-08-27]
• 伪装目标检测
  • A Survey of Camouflaged Object Detection and Beyond<br>:star:code<br>[2024-08-28]
• 海洋垃圾检测
  • State of the art applications of deep learning within tracking and detecting marine debris: A survey<br>[2024-03-28]
• 3D目标识别
  • Deep Models for Multi-View 3D Object Recognition: A Review<br>[2024-04-24]无PDF
  • A Survey of Deep Learning Based Radar and Vision Fusion for 3D Object Detection in Autonomous Driving<br>[2024-06-04]
• 阴影检测
  • Unveiling Deep Shadows: A Survey on Image and Video Shadow Detection, Removal, and Generation in the Era of Deep Learning<br>:star:code<br>[2024-09-04]

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

• Image Fusion in Remote Sensing: An Overview and Meta Analysis<br>[2024-01-18]
• UAV-borne Mapping Algorithms for Canopy-Level and High-Speed Drone Applications<br>[2024-01-15]
• Solid Waste Detection in Remote Sensing Images: A Survey<br>[2024-02-15]
• A Comprehensive Review on Computer Vision Analysis of Aerial Data<br>[2024-02-16]
• Deep Learning for Satellite Image Time Series Analysis: A Review<br>[2024-04-08]
• A Review on Machine Learning Algorithms for Dust Aerosol Detection using Satellite Data<br>[2024-04-16]
• Sugarcane Health Monitoring With Satellite Spectroscopy and Machine Learning: A Review<br>[2024-04-29]利用卫星光谱和机器学习监测甘蔗健康
• Wildfire Risk Prediction: A Review<br>[2024-05-06]
• Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches<br>[2024-05-14]
• Visual place recognition for aerial imagery: A survey<br>:star:code<br>[2024-06-04]
• Deep Learning for Slum Mapping in Remote Sensing Images: A Meta-analysis and Review<br>[2024-06-13]
• Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives<br>:star:code<br>[2024-07-02]
• AI Foundation Models in Remote Sensing: A Survey<br>[2024-08-08]
• Applications of Knowledge Distillation in Remote Sensing: A Survey<br>[2024-09-19]
• 交叉视角地理定位
  • Cross-view geo-localization: a survey<br>[2024-06-17]
• 航空航天
  • Computer vision tasks for intelligent aerospace missions: An overview<br>[2024-07-10]
• 船舶轨迹预测
  • A Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation<br>[2024-07-17]

Medical Image Progress

• Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images<br>[2024-01-17]
• Advancing Low-Rank and Local Low-Rank Matrix Approximation in Medical Imaging: A Systematic Literature Review and Future Directions<br>[2024-02-23]
• When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis<br>[2024-03-33]
• Out-of-distribution Detection in Medical Image Analysis: A survey<br>[2024-04-30]
• Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey<br>:star:code<br>[2024-05-06]
• Continual Learning in Medical Imaging from Theory to Practice: A Survey and Practical Analysis<br>[2024-05-24]
• Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis<br>:star:code<br>[2024-06-06]
• Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey<br>[2024-06-18]
• A Comprehensive Survey of Foundation Models in Medicine<br>[2024-06-18]
• Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain<br>[2024-06-25]
• Applications of interpretable deep learning in neuroimaging: a comprehensive review<br>[2024-06-27]
• Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation<br>[2024-06-27]
• A Review of Image Processing Methods in Prostate Ultrasound<br>[2024-07-02]
• Physics-Inspired Generative Models in Medical Imaging: A Review<br>[2024-07-16]
• Integrating Deep Learning in Cardiology: A Comprehensive Review of Atrial Fibrillation, Left Atrial Scar Segmentation, and the Frontiers of State-of-the-Art Techniques<br>[2024-07-16]
• A Survey on Trustworthiness in Foundation Models for Medical Image Analysis<br>[2024-07-24]
• PINNs for Medical Image Analysis: A Survey<br>[2024-08-05]
• 息肉分割
  • Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey<br>[2024-01-23]
  • Artificial Intelligence in Gastrointestinal Bleeding Analysis for Video Capsule Endoscopy: Insights, Innovations, and Prospects (2008-2023)<br>[2024-09-04]
  • A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology<br>[2024-09-10]
• 生物医学图像分割
  • Foundation Models for Biomedical Image Segmentation: A Survey<br>[2024-01-17]
  • Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods<br>[2024-08-08]
• 微创外科视觉
  • Multitask Learning in Minimally Invasive Surgical Vision: A Review<br>[2024-01-17]
• 牙科 X 射线成像分割
  • Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review<br>[2024-01-18]
• 胶质瘤组织切片分析
  • Machine learning-based analysis of glioma tissue sections: a review<br>[2024-01-29]
• 手术
  • Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review<br>[2024-02-20]
• 人工耳蜗
  • Advanced Artificial Intelligence Algorithms in Cochlear Implants: Review of Healthcare Strategies, Challenges, and Perspectives<br>[2024-03-26]
• 医学图像配准
  • Medical Image Registration and Its Application in Retinal Images: A Review<br>[2024-03-26]
• stroke segmentation
  • Transformers-based architectures for stroke segmentation: A review<br>[2024-03-28]
• CT
  • Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review<br>[2024-03-28]
• 医学图像分类
  • A review of deep learning-based information fusion techniques for multimodal medical image classification<br>[2024-04-24]
• 医学图像分割
  • Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey<br>[2024-05-06]
  • AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review<br>[2024-07-10]
  • Deep Learning for Pancreas Segmentation: a Systematic Review<br>[2024-07-24]
  • A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation<br>[2024-08-22]
  • Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey<br>:star:code<br>[2024-08-26]
• 细胞核实例分割
  • A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention<br>[2024-07-29]
• 神经成像中的异常检测
  • Artificial intelligence for abnormality detection in high volume neuroimaging: a systematic review and meta-analysis<br>[2024-05-10]
• 报告生成
  • Automated Radiology Report Generation: A Review of Recent Advances<br>[2024-05-20]
  • A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data<br>[2024-05-22]
• 基于步态的神经退行性疾病诊断中的人工智能调查
  • A Survey of Artificial Intelligence in Gait-Based Neurodegenerative Disease Diagnosis<br>:star:code<br>[2024-05-24]
• 目标检测
  • A Review and Implementation of Object Detection Models and Optimizations for Real-time Medical Mask Detection during the COVID-19 Pandemic<br>[2024-05-29]
• 肺炎检测
  • A systematic review: Deep learning-based methods for pneumonia region detection<br>[2024-08-27]
• 癌症检测
  • Federated and Transfer Learning for Cancer Detection Based on Image Analysis<br>[2024-05-31]
• MRI 重建
  • A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning<br>[2024-06-06]
  • A Review of Electromagnetic Elimination Methods for low-field portable MRI scanner<br>[2024-06-27]

Image Classification(图像分类)

• High-energy physics image classification: A Survey of Jet Applications<br>[2024-03-19]
• Noisy Label Processing for Classification: A Survey<br>[2024-04-08]
• Traditional to Transformers: A Survey on Current Trends and Future Prospects for Hyperspectral Image Classification<br>:star:code<br>[2024-04-24]
• Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review<br>[2024-06-06]
• A review on vision-based motion estimation<br>[2024-07-22]
• On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey<br>[2024-08-12]

Image Retrieval

• A Review of Image Retrieval Techniques: Data Augmentation and Adversarial Learning Approaches<br>[2024-09-04]

Image Captioning(图像字幕)

• Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy and Novel Ensemble Method<br>[2024-08-12]

Image Segmentation(图像分割)

• Image Segmentation in Foundation Model Era: A Survey<br>[2024-08-26]
• 语义分割
  • Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey<br>[2024-03-06]无PDF
  • Deep Learning-Based 3D Instance and Semantic Segmentation: A Review<br>[2024-06-21]

Image retrieval(图像检索)

• A Survey of Multimodal Composite Editing and Retrieval<br>:star:code<br>[2024-09-10]

Super-Resolution(超分辨率)

• ISR
  • Diffusion Models, Image Super-Resolution And Everything: A Survey<br>[2024-01-02]

Image and Video Progress

• 修复
  • Deep Learning-based Image and Video Inpainting: A Survey<br>[2024-01-09]
  • Reimagining Reality: A Comprehensive Survey of Video Inpainting Techniques<br>[2024-02-01]
  • Transformer-based Image and Video Inpainting: Current Challenges and Future Directions<br>[2024-07-02]
• 恢复
  • Taming Diffusion Models for Image Restoration: A Review<br>[2024-09-17]
• 去噪
  • On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey<br>[2024-02-26]
• 去模糊
  • Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects<br>:star:code<br>[2024-01-11]
• 去阴影
  • Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey<br>:star:code<br>[2024-07-15]
• 图像增强
  • 水下图像增强
    • A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning<br>:star:code<br>[2024-05-31]
  • 图像数据增强
    • Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions<br>[2024-07-08]

Image Segmentation

• Systematic review of image segmentation using complex networks<br>[2024-01-08]

Face(人脸)

• SoK: Facial Deepfake Detectors<br>[2024-01-10]
• Neuromorphic Face Analysis: a Survey<br>[2024-02-20]
• A Comprehensive Survey of Masked Faces: Recognition, Detection, and Unmasking<br>[2024-05-10]
• Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey<br>:star:code<br>[2024-06-12]
• Artificial Immune System of Secure Face Recognition Against Adversarial Attacks<br>:star:code<br>[2024-06-27]
• Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review<br>[2024-09-13]
• 人脸表情
  • A Survey on Facial Expression Recognition of Static and Dynamic Emotions<br>:star:code<br>[2024-08-29]
• 群体情绪识别(Group-level Emotion Recognition ,GReco)
  • A Survey of Deep Learning for Group-level Emotion Recognition<br>[2024-08-29]

3D Reconstruction

• 3D Scene Geometry Estimation from 360∘ Imagery: A Survey<br>[2024-01-18]
• Survey on Modeling of Articulated Objects<br>[2024-03-25]
• RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods<br>[2024-05-20]
• A Survey on Text-guided 3D Visual Grounding: Elements, Recent Advances, and Future Directions<br>:star:code<br>[2024-06-11]
• 三维重建
  • Recent Trends in 3D Reconstruction of General Non-Rigid Scenes<br>[2024-03-25]
  • Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review<br>[2024-05-07]
  • Survey on Fundamental Deep Learning 3D Reconstruction Techniques<br>[2024-07-12]
  • A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery<br>:star:code<br>[2024-08-09]
• 3D 生成
  • Advances in 3D Generation: A Survey<br>[2024-02-01]
• 3D 密集字幕
  • A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes<br>[2024-03-13]
• 深度估计
  • Geometric Constraints in Deep Learning Frameworks: A Survey<br>[2024-03-20]
  • Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey<br>[2024-07-01]
• 三维场景理解
  • When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models<br>:star:code<br>[2024-05-17]
• Stereo Matching
  • A Survey on Deep Stereo Matching in the Twenties<br>:star:code<br>[2024-07-11]
• 3DGS
  • 3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods<br>:star:code<br>[2024-07-16]
  • 3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities<br>[2024-07-25]
• MVS
  • Learning-based Multi-View Stereo: A Survey<br>[2024-08-28]

1.Unkown(未分)

• Comprehensive Exploration of Synthetic Data Generation: A Survey<br>[2024-01-08]
• Image-based Deep Learning for Smart Digital Twins: a Review<br>[2024-01-08]
• A Survey on 3D Gaussian Splatting<br>[2024-01-09]
• A Survey on African Computer Vision Datasets, Topics and Researchers<br>:star:code<br>[2024-01-23]
• Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey<br>:star:code<br>[2024-02-06]
• A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence<br>[2024-02-21]
• Asphalt Concrete Characterization Using Digital Image Correlation: A Systematic Review of Best Practices, Applications, and Future Vision<br>[2024-02-28]
• Lightweight Deep Learning for Resource-Constrained Environments: A Survey<br>[2024-04-12]
• A Survey of Neural Network Robustness Assessment in Image Recognition<br>[2024-04-15]
• State Space Model for New-Generation Network Alternative to Transformers: A Survey<br>:star:code<br>[2024-04-16]
• A Survey on Vision Mamba: Models, Applications and Challenges<br>:star:code<br>[2024-04-30]
• Generative Artificial Intelligence: A Systematic Review and Applications<br>[2024-05-21]
• A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing<br>[2024-06-04]
• Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials<br>[2024-06-06]
• Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting<br>[2024-06-11]
• Diffusion Models in Low-Level Vision: A Survey<br>:star:code<br>[2024-06-18]
• Public Computer Vision Datasets for Precision Livestock Farming: A Systematic Survey<br>[2024-06-18]
• Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI<br>:star:code<br>[2024-07-10]
• Event-based vision on FPGAs -- a survey<br>[2024-07-12]
• Fairness and Bias Mitigation in Computer Vision: A Survey<br>[2024-08-06]
• A Review of Pseudo-Labeling for Computer Vision<br>[2024-08-15]
• Generative AI in Industrial Machine Vision -- A Review<br>[2024-08-21]
• Recent Event Camera Innovations: A Survey<br>:star:code<br>[2024-08-27]
• How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception<br>[2024-09-02]
• Local map Construction Methods with SD map: A Novel Survey<br>[2024-09-05]
• A Survey on Mixup Augmentations and Beyond<br>:star:code<br>[2024-09-10]
• Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities<br>[2024-09-13]

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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