Computer Vision

Computer Vision

1. Color Spaces

   • RGB
   • HSV
   • LAB
   • GrayScale

2. Object Detection

   • Fast R-CNN
   • Faster R-CNN
   • Histogram of Oriented Gradients (HOG)
   • Region-based Convolution Neural Network (R-CNN)
   • Single Shot Detector (SSD)
   • YOLO (You Only Look Once)

3. Basic Category

   • Low-Level-Vision
   • Intermediate
   • High-level-Vision

4. Image Processing

   • Acquisition
   • Image Enhancement
   • Image Restoration
   • Color Image Processing
   • Image Compression
   • Segmentation Procedure

5. Challenges

   • Viewpoint Variation
   • Illumination
   • Scale
   • Deformation
   • Occlusion
   • Motion
   • Local Ambiguity

6. Noise Model

   • Uniform Noise
   • Gaussian Noise
   • Salt & Pepper Noise
   • Gamma Noise

7. Image Analysis

   • Feature Extraction
     • Statistical Features
       • Zoning
       • Characteristic Loci
       • Crossing Distance
     • Global Transformation
       • Fourier Transform
       • Wavelets
     • Geometrical Feature
       • Strokes
       • Chain Codes
   • Pattern Classification

8. Affine Transform

   • Translation
   • Rotation
   • Scaling
   • Shearing