Graphics and Rendering

MIT6.837-Computer-Graphics-Fall2004

• Computer Graphics, MIT6.837, C++ / OpenGL
  • Self-similar Fractals
  • Ray Tracer, Graphics Pipeline
  • Voxel rendering, Super sampling
  • Acceleration Structure, Grid, k-d tree, BVH
  • and more ...

Computer Vision

Theoretical Computer Vision with Problems Sets, Stanford CS231n

DL-for-CV-Stanford_CS231n

• Image Classification (Supervised Learning, Discrete label)
  • kNN
  • Softmax
  • classifier SVM classifier
  • CNN
  • Cross Validation
• Image Captioning and Detection
  • RNN, Attention, Transformer
  • Positional Encoding
• Video, Generative model and Self-Supervised Learning

Compression

• Delta Coding, Huffman Coding
• Run-length Encoding
• Arithmetic Coding
• DEFLATE = LZ77 + Huffman Coding

LZSS on 3D Data @UKTechArena

• 6-level LZSS Compression with Serialisation, Delta Coding, Huffman Coding
• LZSS with Demo