AmazingZhen / ImageStitching

A solution for images stitchinging based on Sift, kd-tree, RANSAC and Multi-band Blending.

ImageStitching

A solution for images stitchinging based on Sift, kd-tree, RANSAC and Multi-band Blending.
Based on CImg Library and Vlfeat library.

Input

• A set of images, supporting disordered images.
• Two sample input sets, "dataset1" and "dataset2".

Output

• A stitched image.
• 
• 

Algorithmic process

• Image registration
  • Cylinder projection
  • Feature extraction
  • Feature matching
  • RANSAC and least squares for homography
• Image blending
  • Image wrapping
  • Multi-band blending

Areas for improvement

• Compensate explosion error.