Advanced Image Stitching using OpenCV
Budget: $10 – $30 USD
I'm looking for a skilled freelancer with experience in image stitching using OpenCV. The primary goal of this project is to merge two images into a single image.
Project requirements :
You will be able to choose 2 grayscale images from the graphical interface. The images will be read from the disk and displayed, and the mouse will be used to choose corresponding points on the images (at least 3). Pairs of dots will be marked with crosses of the same colour in the images, but distinct (random choice of colours) for each pair. After pressing a key a third image will be displayed containing the first image pasted to the second image on a black background. For this, the image registration algorithm will be implemented, which calculates the geometric affine transformation based on the least squares method. Inverse mapping with bilinear interpolation will be used to generate the resulting image. When a key is pressed, two other images are selected and the process is repeated.
- Skills Required: A robust understanding of computer vision and experience with image stitching methods are vital. This comprises knowledge of fitting, blending techniques, and various algorithms to ensure the smooth blend of two separate images, in OpenCV.
Please note:
- I require the final output to be the stitched image after at least 3 corresponding points in the images have been identified.
Ideal Skills and Experience:
- Proficiency in OpenCV
- Strong understanding of image processing techniques
- Previous experience with image stitching projects
- Familiarity with algorithms such as affine mapping and inverse mapping
If you have the necessary skills and are confident in your ability to deliver high-quality results, I'm looking forward to your bid.
Project requirements :
You will be able to choose 2 grayscale images from the graphical interface. The images will be read from the disk and displayed, and the mouse will be used to choose corresponding points on the images (at least 3). Pairs of dots will be marked with crosses of the same colour in the images, but distinct (random choice of colours) for each pair. After pressing a key a third image will be displayed containing the first image pasted to the second image on a black background. For this, the image registration algorithm will be implemented, which calculates the geometric affine transformation based on the least squares method. Inverse mapping with bilinear interpolation will be used to generate the resulting image. When a key is pressed, two other images are selected and the process is repeated.
- Skills Required: A robust understanding of computer vision and experience with image stitching methods are vital. This comprises knowledge of fitting, blending techniques, and various algorithms to ensure the smooth blend of two separate images, in OpenCV.
Please note:
- I require the final output to be the stitched image after at least 3 corresponding points in the images have been identified.
Ideal Skills and Experience:
- Proficiency in OpenCV
- Strong understanding of image processing techniques
- Previous experience with image stitching projects
- Familiarity with algorithms such as affine mapping and inverse mapping
If you have the necessary skills and are confident in your ability to deliver high-quality results, I'm looking forward to your bid.