https://github.com/TejasNaikk/Image-Alignment-and-Panoramas
Stitching different perspective images into a single smooth panorama using Laplacian Blending.
https://github.com/TejasNaikk/Image-Alignment-and-Panoramas
affine-transformation computer-vision cylindrical-panoramas homography image-alignment opencv-python panorama perspective-transformation python
Last synced: 7 months ago
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Stitching different perspective images into a single smooth panorama using Laplacian Blending.
- Host: GitHub
- URL: https://github.com/TejasNaikk/Image-Alignment-and-Panoramas
- Owner: TejasNaikk
- Created: 2017-10-28T05:32:00.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2022-01-26T07:51:27.000Z (over 4 years ago)
- Last Synced: 2024-06-15T02:32:59.495Z (about 2 years ago)
- Topics: affine-transformation, computer-vision, cylindrical-panoramas, homography, image-alignment, opencv-python, panorama, perspective-transformation, python
- Language: Python
- Size: 2.04 MB
- Stars: 41
- Watchers: 3
- Forks: 23
- Open Issues: 2
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Metadata Files:
- Readme: README.md
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README
# Image-Alignment-and-Panoramas
Stitching different perspective images into a single smooth panorama using Laplacian Blending.
Homographic and Affine Transformation were used to create Perspective and Cylindrical warping respectively. The SIFT feature descriptors of the images are then matched together and blended to form a single panoramic view.
Uploaded files Description:
main.py: Python code implementing Perspective and Cylindrical warping to create a smooth panorama.
input1.png: Input image 1 for creation of panorama.
input2.png: Input image 2 for creation of panorama.
input3.png: Input image 3 for creation of panorama.
output-cylindrical.png: Result of perspective warping (Homographic Transormation)
output-cylindrical-lpg.png: Result of perspective warping (Homographic Transormation) with Laplacian Blending
output-homography.png: Result of Cylindrical warping (Affine Transformation)
output-homography-lpb.png: Result of Cylindrical warping (Affine Transformation) with Laplacian Blending.