计算机视觉有多少分支？

Question

之前了解过一些关于计算机视觉的知识，如人脸识别、卡尔曼滤波、SIFT等，感觉都很不一样，跟一搞CV的朋友聊天发现他并不是对这些每个领域都清楚。想问下…

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CVPR收稿大概有以下方向，绝大部分在自动驾驶中都有涉及和应用。在自动驾驶实战中学，把多个方向学到融汇贯通是可行的。

2D object recognition
3D computer vision
3D object recognition
Action and behavior recognition
Adversarial learning, adversarial attack and defense methods
Biometrics, face, gesture, body pose
Computational photography
Datasets and evaluation
Efficient training and inference methods for networks
Explainable AI, fairness, accountability, privacy, transparency and ethics in vision
Image and video retrieval
Image and video synthesis
Image classification
Low-level and physics-based vision
Machine learning architectures and formulations
Medical, biological and cell microscopy
Motion and tracking
Optimization and learning methods
Pose estimation
Representation learning, deep learning
Scene analysis and understanding
Transfer, low-shot, semi- and un- supervised learning
Video analysis and understanding
Vision + language, vision + other modalities
Vision applications and systems, vision for robotics and autonomous vehicles