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........
📗📗📗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6月28日已公开 186 篇。
1月份20篇。
2月份36篇。
3月份27篇。
4月份31篇。
5月份42篇计156篇。
- 网络犯罪预测
- 事件信息
- 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]
- 迁移学习
- 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
- 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]
- 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] - 3D点云
- 点云配准
- 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]
- Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis
[2023-02-22] - PAD
- 虹膜识别
- Deep Learning for Iris Recognition: A Review
[2023-03-16]
- Deep Learning for Iris Recognition: A Review
- 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] - 图像编辑
- 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]
- 机器人
- A Review of Scene Representations for Robot Manipulators
[2023-01-27] - VPR
- Visual Place Recognition: A Tutorial
[2023-03-07]
⭐code
- Visual Place Recognition: A Tutorial
- A Review of Scene Representations for Robot Manipulators
- 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(https://github.com/Yutong-Zhou-cv/Awesome-Text-to-Image)
- 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] - 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] - 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
- Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search
[2023-04-13]
- 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]
- Reid
- 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
- 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 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
- 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
- 图像线段检测
- 半监督目标检测
- 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]
- 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
- 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] - 医学影像分割
- 医学影像分析
- 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
- 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
- 去噪
- 去模糊
- A survey on facial image deblurring
[2023-02-13]
- A survey on facial image deblurring
- 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]
- 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
- 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] - 人体解析
- 手势合成
- 动作识别与姿势估计
- 体育
- 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
