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guichanism

Author: davinnovation

CNN/Computer Vision by Topic.md

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+# Computer Vision by Topic
+
+## Low-level Vision
+
+- Restoration
+  - Denoising
+  - Deblurring
+  - Demosaiking
+  - Super Resolution
+  - Haze Removal
+  - Inpainting
+- Grouping
+  - Boundary Detection
+  - Segmentation
+- Correspondence (Matching)
+  - Stereo Matching
+  - Optical Flow
+  - Semantic Flow
+  - Feature Detection & Description
+  - Image Stitching
+- Filtering
+  - Texture Removal
+  - Depth SR
+  - HDR Tone Mapping
+  - Saliency
+- 3D
+  - Camera Geometry
+  - 3D Reconstruction
+  - Structure from X
+  - Intrinsic Image/Reflectance
+  - Virtual View Rendering
+
+## High-level Vision
+
+- Classification
+  - Image Classification
+  - Fine-Grained Recognition
+- Detection
+  - Object Detection
+  - Face Recognition
+  - Pedestrian Detection
+- Scene Understanding
+  - Crowd Analysis
+  - Place Recognition
+  - Anomaly Detection
+- Segmentation
+  - Semantic Segmentation
+  - Instance Segmentation
+  - Scene Parsing
+- Retrieval
+  - Content Based Image Retrieval
+  - Scene Recognition
+- Visual Tracking
+  - Object Tracking
+- +NLP
+  - Visual Q&A
+  - Visual Description
+- Action & Pose
+  - Pose Estimation
+  - Action Recognition
+
+## Graphics
+
+- Colorization
+- Stylization
+- Image Editing
+- Matting
+- Retargeting
+