查看2025年综述文献点这里↘️ 2025-CV-Surveys
2025 年，计算机视觉相关综述。包括目标检测、跟踪........
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1月36篇。
2月50篇。
3月45篇。
| 🐱 | 🐶 | 🐯 | 🐺 |
|---|---|---|---|
| 1.Unkown(未分) |
- Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review
[2025-03-06] - 强化学习
- 对比学习
- 类增量学习
- 对抗
- 掌纹识别
- Anomaly Detection for Industrial Applications, Its Challenges, Solutions, and Future Directions: A Review
[2025-01-22] - A Survey on Industrial Anomalies Synthesis
⭐code
[2025-02-25] - A Survey on Foundation-Model-Based Industrial Defect Detection
[2025-02-27]
- Action Valuation in Sports: A Survey
[2025-04-09]
- A Survey of World Models for Autonomous Driving
[2025-01-22] - The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
⭐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] - 分心驾驶检测
- A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application
[2025-01-16]
- Non-Transferable Learning(反迁移学习)
- Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
⭐code
[2025-03-25]
- 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
⭐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
⭐code
[2025-01-07] - When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs
⭐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
⭐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] - 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]
- Leveraging Large Language Models For Scalable Vector Graphics Processing: A Review
- MLLM
- Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
[2025-02-25] - Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
⭐code
[2025-03-18] - Aligning Multimodal LLM with Human Preference: A Survey
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[2025-03-19] - Survey of Adversarial Robustness in Multimodal Large Language Models
[2025-03-19]
- Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
- Generative AI for Cel-Animation: A Survey
⭐code
[2025-01-14] - Generative Physical AI in Vision: A Survey
⭐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
⭐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] - GAN
- 图像生成
- AIGC
- 图像到图像翻译
- 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]
- A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models
- 视频生成
- 4D生成
- Advances in 4D Generation: A Survey
⭐code
[2025-03-19]
- Advances in 4D Generation: A Survey
- 视觉-音乐生成
- Vision-to-Music Generation: A Survey
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[2025-03-28]
- Vision-to-Music Generation: A Survey
- 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] - KD
- A Comprehensive Survey on Knowledge Distillation
⭐code
[2025-03-18]
- A Comprehensive Survey on Knowledge Distillation
- 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]
- 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] - 医学图像分割
- 手术场景理解
- 手术视频分割
- 图像配准
- MRI重建
- Handwritten Text Recognition: A Survey
[2025-02-13]
- 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
⭐code
[2025-04-02] - MIMRS: A Survey on Masked Image Modeling in Remote Sensing
[2025-04-07] - 变化检测
- 船舶分类
- 火灾烟雾
Fire and Smoke Datasets in 20 Years: An In-depth Review
[2025-03-20]
- YOLOv8 to YOLO11: A Comprehensive Architecture In-depth Comparative Review
[2025-01-24] - Context in object detection: a systematic literature review
[2025-04-01] - 线路检测
- 小目标检测
- 3D Human Interaction Generation: A Survey
[2025-03-18] - A Survey on Human Interaction Motion Generation
⭐code
[2025-03-18]
- 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]
- 三维重建
- 深度估计
- 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] - 情绪分析
- 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]
- A Comprehensive Survey on Composed Image Retrieval
[2025-02-27] - Composed Multi-modal Retrieval: A Survey of Approaches and Applications
[2025-03-04]
- 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
- State-of-the-Art Transformer Models for Image Super-Resolution: Techniques, Challenges, and Applications
[2025-01-15]
- 图像增强
- 图像质量评估/增强
- 去反射
- 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
⭐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
⭐code
[2025-02-18] - Event-based Solutions for Human-centered Applications: A Comprehensive Review
⭐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
⭐code
[2025-04-08] - Attention in Diffusion Model: A Survey
[2025-04-08] - Loss Functions in Deep Learning: A Comprehensive Review
[2025-04-08]
