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NUS-EE5731-Visual-Computing

Assignments for EE5731 AY24/25 Sem1, including 2 projects:

CA1. Exploring Edge and Corner Detection from Ultra-dark Images and Finding Epipolar Lines from Stereo Image Pairs (超暗图像的边缘和角落检测以及立体图像对的极线计算)

  • Language: Python
  • Canny edge detection
  • Harris corner detection
  • Histogram equalization
  • 8 keypoint method
  • Image enhancement methods
  • Fundamental matrix and epipolar lines
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CA2. Exploring Optical Flow Estimation from Dark Videos (超暗环境视频增强及光流估计)

  • Language: Python
  • Lucas-Kanade and Horn-Schunck algorithms
  • Video enhancement
  • Optical flow estimation for objects with different velocities
  • **Optional: Pyramidal implementation of the LK optical flow and comparison with OpenCV
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