查看2022年综述文献点这里↘️ 2022-CV-Surveys
2023 年，计算机视觉相关综述。包括目标检测、跟踪........
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1月份20篇。
2月份36篇。
3月份27篇。
4月份31篇。
5月份42篇。
6月份31篇。
7月份36篇。
8月份37篇计260篇。
- 网络犯罪预测
- 事件信息
- An End-to-End Review of Gaze Estimation and its Interactive Applications on Handheld Mobile Devices
[2023-07-04] - A Review of Driver Gaze Estimation and Application in Gaze Behavior Understanding
[2023-07-06]
- A Survey on Deep Learning-based Spatio-temporal Action Detection
[2023-08-04] - Human Motion Generation: A Survey
[2023-07-21] - 群组识别
- Review of Large Vision Models and Visual Prompt Engineering
[2023-07-04] - Vision Language Transformers: A Survey
[2023-07-10] - A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models
[2023-07-25] - Foundational Models Defining a New Era in Vision: A Survey and Outlook
[2023-07-27]
⭐code - LLM
- A Survey on Multimodal Large Language Models
[2023-06-26]
⭐code
- A Survey on Multimodal Large Language Models
- Deep Learning Techniques for Hyperspectral Image Analysis in Agriculture: A Review
[2023-04-28] - Label-Efficient Learning in Agriculture: A Comprehensive Review
[2023-05-25]
⭐code
- Neural Radiance Fields: Past, Present, and Future
[2023-04-21] - Neural Radiance Fields (NeRFs): A Review and Some Recent Developments
[2023-05-02] - BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields
[2023-06-06]
- A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material
[2023-04-05] - On the Design Fundamentals of Diffusion Models: A Survey
[2023-06-08] - On the Trustworthiness Landscape of State-of-the-art Generative Models: A Comprehensive Survey
[2023-08-01]
- Looking deeper into interpretable deep learning in neuroimaging: a comprehensive survey
[2023-07-20] - A comprehensive review of deep learning in lung cancer
[2023-08-08]
- 迁移学习
- 强化学习
- Transformers in Reinforcement Learning: A Survey
[2023-07-13]
- Transformers in Reinforcement Learning: A Survey
- 多任务学习
- 联邦学习
- Federated Learning for Computer Vision
[2023-08-29]
- Federated Learning for Computer Vision
- 模型压缩
- Model Compression Methods for YOLOv5: A Review
[2023-07-25]
- Model Compression Methods for YOLOv5: A Review
- Image-based Indian Sign Language Recognition: A Practical Review using Deep Neural Networks
[2023-05-01]
- Deep-Learning-based Counting Methods, Datasets, and Applications in Agriculture -- A Review
[2023-03-07]
- Advanced Data Augmentation Approaches: A Comprehensive Survey and Future directions
[2023-01-10]
⭐code - Data Distillation: A Survey
[2023-01-12]
- A Comprehensive Survey of Continual Learning: Theory, Method and Application
[2023-02-02] - A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
[2023-07-19]
- Physical Adversarial Attacks for Surveillance: A Survey
[2023-05-03] - How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses
[2023-05-19] - Adversarial Attacks and Defenses in Explainable Artificial Intelligence: A Survey
[2023-06-13] - A Review of Adversarial Attacks in Computer Vision
[2023-08-16]
- Towards Label-Efficient Incremental Learning: A Survey
[2023-02-02]
⭐code - 类增量学习
- Deep Class-Incremental Learning: A Survey
[2023-02-08]
⭐code - A Survey on Few-Shot Class-Incremental Learning
[2023-04-18]
- Deep Class-Incremental Learning: A Survey
- Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey
[2023-05-09] - Self-Supervised Learning for Point Clouds Data: A Survey
[2023-05-23] - 3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review
[2023-06-12] - Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey
[2023-08-24] - 3D点云
- 点云配准
- 点云分类
- A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
[2023-03-22] - Text-to-3D
- FSL
- Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training
[2023-05-24]
- Multimodal Trajectory Prediction: A Survey
[2023-02-22]
- A Review of Benchmarks for Visual Defect Detection in the Manufacturing Industry
[2023-05-23] - 路面裂缝检测
- 半导体缺陷检测
- Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis
[2023-02-22] - PAD
- 虹膜识别
- A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot
[2023-07-28] - Text-to-image Diffusion Model in Generative AI: A Survey
[2023-03-15] - Generative Adversarial Networks for Brain Images Synthesis: A Review
[2023-05-26] - 3D GANs and Latent Space: A comprehensive survey
[2023-04-11] - Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art
[2023-09-01] - 图像编辑
- 图像合成
- AIGC
- AIGC for Various Data Modalities: A Survey
[2023-08-29]
- AIGC for Various Data Modalities: A Survey
- 文本-图像生成
*RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
[2023-09-06]
- Foundation Models for Natural Language Processing -- Pre-trained Language Models Integrating Media
[2023-02-20] - The Contribution of Knowledge in Visiolinguistic Learning: A Survey on Tasks and Challenges
[2023-03-07]
- Event-based Simultaneous Localization and Mapping: A Comprehensive Survey
[2023-04-20]
⭐code - Deep Learning for Visual Localization and Mapping: A Survey
[2023-08-29]
- 机器人
- AR/VR
- DA
- 知识蒸馏
- 剪枝
- Vision-Language Models for Vision Tasks: A Survey
[2023-04-04]
⭐code - Vision + Language Applications: A Survey
[2023-05-25]
⭐code
- Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey
[2023-07-11] - Radars for Autonomous Driving: A Review of Deep Learning Methods and Challenges
[2023-06-16]
⭐code - Transformer-Based Sensor Fusion for Autonomous Driving: A Survey
[2023-02-15]
⭐code - Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review
[2023-03-03] - Rethinking Integration of Prediction and Planning in Deep Learning-Based Automated Driving Systems: A Review
[2023-08-11] - Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review
[2023-04-21]
⭐code - Synthetic Datasets for Autonomous Driving: A Survey
[2023-04-25] - Transformer-based models and hardware acceleration analysis in autonomous driving: A survey
[2023-04-24] - A survey on deep learning approaches for data integration in autonomous driving system
[2023-06-22] - Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception
[2023-09-01]
⭐code - An Overview about Emerging Technologies of Autonomous Driving
[2023-06-26] - 目标检测
- 异常检测
- 轨迹预测
- Trajectory-Prediction with Vision: A Survey
[2023-03-24]
- Trajectory-Prediction with Vision: A Survey
- 驾驶员行为分析
- 交通灯识别
- Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search
[2023-04-13] - A Survey on Multi-Objective Neural Architecture Search
[2023-07-19]
- A Survey on Efficient Training of Transformers
[2023-02-03] - A survey of the Vision Transformers and its CNN-Transformer based Variants
[2023-05-18] - Vision Transformers for Mobile Applications: A Short Survey
[2023-06-01] - A Survey of Techniques for Optimizing Transformer Inference
[2023-07-18] - A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking
[2023-09-06]
- Reid
- 步态识别
- Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature
[2023-05-19]
- Automatic detection of aerial survey ground control points based on Yolov5-OBB
[2023-03-07] - Vision-Language Models in Remote Sensing: Current Progress and Future Trends
[2023-05-11] - 遥感图像检测
- 变化检测
- 检测与跟踪
- 自然火灾检测
- 遥感图像分类
- 遥感语义分割
- 遥感目标检测
- Guided Depth Map Super-resolution: A Survey
[2023-02-21]
⭐code
- Graph Neural Networks in Vision-Language Image Understanding: A Survey
[2023-03-08] - A Review of Deep Learning for Video Captioning
[2023-04-25]
- 视频-文本检索
- Deep Learning for Video-Text Retrieval: a Review
[2023-02-27]
- Deep Learning for Video-Text Retrieval: a Review
- A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering
[2023-06-13] - A Comprehensive Review of Modern Object Segmentation Approaches
[2023-01-19] - Semantic Image Segmentation: Two Decades of Research
[2023-02-15] - Transformer-Based Visual Segmentation: A Survey
[2023-04-20]
⭐code - A Comprehensive Survey on Segment Anything Model for Vision and Beyond
[2023-05-16] - 人体解析
- Deep Learning for Human Parsing: A Survey
[2023-01-31]
- Deep Learning for Human Parsing: A Survey
- 语义分割
- A Survey on Semi-Supervised Semantic Segmentation
[2023-02-21] - Semantic Segmentation using Vision Transformers: A survey
[2023-05-08] - A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design
[2023-03-09] - Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
[2023-04-25]
⭐code - A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery
[2023-08-21]
- A Survey on Semi-Supervised Semantic Segmentation
- 图形抠图
- Deep Image Matting: A Comprehensive Survey
[2023-04-11]
⭐code
- Deep Image Matting: A Comprehensive Survey
- 语义分割
- 全景分割
- Towards Open Vocabulary Learning: A Survey
[2023-06-29]
⭐code - A Comprehensive Review of YOLO: From YOLOv1 to YOLOv8 and Beyond
[2023-04-04] - 2D Object Detection with Transformers: A Review
[2023-06-09]
⭐code - 犯罪预测
- 小目标检测
- 图像线段检测
- 半监督目标检测
- 开放词汇目标检测
- 三维重建
- 表面重建
- A Survey on Human Action Recognition
[2023-01-18] - Transformers in Action Recognition: A Review on Temporal Modeling
[2023-02-06] - Deep Neural Networks in Video Human Action Recognition: A Review
[2023-05-26] - A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision
[2023-07-10]
- Comprehensive Literature Survey on Deep Learning used in Image Memorability Prediction and Modification
[2023-01-18] - Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey
[2023-02-20]
- Deepfake检测
- 人脸识别
- Racial Bias within Face Recognition: A Survey
[2023-05-02]
- Racial Bias within Face Recognition: A Survey
- 人脸检测
- 3D头像
- 说话头
- 三维人脸重建
- 3D Face Reconstruction: the Road to Forensics
[2023-09-21]
- 3D Face Reconstruction: the Road to Forensics
- Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
[2023-08-03] - Implicit Neural Representation in Medical Imaging: A Comparative Survey
[2023-08-01]
⭐code - Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review
[2023-07-26] - Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)
[2023-07-21] - A scoping review on multimodal deep learning in biomedical images and texts
[2023-07-17] - Diagnostic test accuracy (DTA) of artificial intelligence in digital pathology: a systematic review, meta-analysis and quality assessment
[2023-06-16] - A Survey of Feature detection methods for localisation of plain sections of Axial Brain Magnetic Resonance Imaging
[2023-02-09] - Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art
[2023-04-26] - Publicly available datasets of breast histopathology H&E whole-slide images: A systematic review
[2023-06-05] - Computational Pathology: A Survey Review and The Way Forward
[2023-04-13] - Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review
[2023-05-08] - Digitization of Pathology Labs: A Review of Lessons Learned
[2023-06-07] - Federated Learning for Medical Image Analysis: A Survey
[2023-06-12] - Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care
[2023-09-04] - A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images
[2023-09-07] - Systematic Review of Techniques in Brain Image Synthesis using Deep Learning
[2023-09-11] - A Systematic Review of Few-Shot Learning in Medical Imaging
[2023-09-21] - 医学影像分割
- 医学影像分析
- 医学影像配准
- 脑微出血检测
- 生物医学重建
- Biomedical Image Reconstruction: A Survey
[2023-01-30]
- Biomedical Image Reconstruction: A Survey
- 急性白血病和白细胞的自动检测和分类
- MRI 重建
- 青光眼检测
- 细胞分类
- 头皮疾病诊断
- 关节炎诊断
- 黑色素瘤检测
- vision transformer
- Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review
[2023-09-07]
vision transformer在肺癌诊断中的应用综述
- Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review
- 长尾
- 果实成熟度分类
- Fruit Ripeness Classification: a Survey
[2023-01-02]
- Fruit Ripeness Classification: a Survey
- 植物病害分类
- 浮游生物识别
- 作物分类
- 图表分类
- A Survey and Approach to Chart Classification
[2023-07-11]
- A Survey and Approach to Chart Classification
- 图形分类
- 交通信号灯识别
- 去噪
- 去模糊
- A survey on facial image deblurring
[2023-02-13]
- A survey on facial image deblurring
- 图像恢复
- VAD
- Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions
[2023-01-03]
对使用从视频中提取的骨架的隐私保护型深度学习异常检测方法进行了调查 - Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
[2023-02-13] - Survey on video anomaly detection in dynamic scenes with moving cameras
[2023-08-15]
- Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions
- 视频错误信息检测
- Online Misinformation Video Detection: A Survey
[2023-02-08]
⭐code
- Online Misinformation Video Detection: A Survey
- 视频分析
- Edge-Based Video Analytics: A Survey
[2023-03-28]
- Edge-Based Video Analytics: A Survey
- 视频时刻定位
- A Survey on Video Moment Localization
[2023-06-14]
- A Survey on Video Moment Localization
- 视频监控
- 域适应
- Source-Free Unsupervised Domain Adaptation: A Survey
[2023-01-03]
从技术角度对现有的SFUDA方法进行了系统的文献回顾。具体来说，将目前的SFUDA研究分为两类，即白盒SFUDA和黑盒SFUDA，并根据它们使用的不同学习策略进一步划分为更细的子类别。以及研究了每个子类别中方法的挑战，讨论了白盒和黑盒SFUDA方法的优势/劣势，总结了常用的基准数据集，另外还总结了在不使用源数据的情况下提高模型通用性的流行技术。
- Source-Free Unsupervised Domain Adaptation: A Survey
- Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models
[2023-05-24] - Vision-Based Human Pose Estimation via Deep Learning: A Survey
[2023-08-29] - Markerless human pose estimation for biomedical applications: a survey
[2023-08-02] - Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer -- Current Trends and Research Perspectives
[2023-09-22] - 人体解析
- 手势合成
- 动作识别与姿势估计
- 体育
- 身体语言识别
- Overview of Class Activation Maps for Visualization Explainability
- Computation-efficient Deep Learning for Computer Vision: A Survey
[2023-08-29] - A Review on Objective-Driven Artificial Intelligence
[2023-08-22] - Survey on Computer Vision Techniques for Internet-of-Things Devices
[2023-08-08] - Segmentation Framework for Heat Loss Identification in Thermal Images:Empowering Scottish Retrofitting and Thermographic Survey Companies
[2023-08-08] - Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
[2023-08-01] - Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
[2023-08-01] - Causal reasoning in typical computer vision tasks
[2023-07-27] - Loss Functions and Metrics in Deep Learning. A Review
[2023-07-07] - Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies
[2023-06-16] - Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work
[2023-06-06] - A survey on Organoid Image Analysis Platforms
[2023-01-09] - Physics-Informed Computer Vision: A Review and Perspectives
[2023-05-30] - A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics
[2023-02-01] - Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
[2023-02-07] - Deep Learning for Inertial Positioning: A Survey
[2023-03-08] - Towards Computational Architecture of Liberty: A Comprehensive Survey on Deep Learning for Generating Virtual Architecture in the Metaverse
[2023-05-02] - Hyperbolic Deep Learning in Computer Vision: A Survey
[2023-05-12] - A Survey of Historical Learning: Learning Models with Learning History
[2023-03-24]
⭐code - A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
[2023-03-28]
⭐code - One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era
[2023-04-14] - Survey on LiDAR Perception in Adverse Weather Conditions
[2023-04-14] - Hyperbolic Geometry in Computer Vision: A Survey
[2023-04-24] - The Robustness of Computer Vision Models against Common Corruptions: a Survey
[2023-05-11] - A Survey of Methods for Converting Unstructured Data to CSG Models
[2023-05-03] - Latest Trends in Artificial Intelligence Technology: A Scoping Review
[2023-05-09] - Visual Tuning
[2023-05-11] - Non-adversarial Robustness of Deep Learning Methods for Computer Vision
[2023-05-25] - DNN
- 上下文理解
- 多模态
- 运输物流与仓储
- 事实检查
- Multimodal Automated Fact-Checking: A Survey
[2023-05-24]
- Multimodal Automated Fact-Checking: A Survey
- 匹配
- 图像矢量化
- Image Vectorization: a Review
[2023-06-13]
- Image Vectorization: a Review
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent
