object detection, image matching for small objects

5 visualizaciones (últimos 30 días)
Leung
Leung el 28 de Nov. de 2014
Respondida: Image Analyst el 28 de Nov. de 2014
I am using SIFT feature the matching between two images or it can be considered as object detection.
First matching. I used SIFT feature for matching and it failed when the object is small.
Second matching. However, it woks when I cropped that object out from that image.
Any suggestions or ideas to improve the first matching without cropping?
Example images are shown below.
Image A:
Image B:
Image C cropped out from image B:

Respuestas (1)

Image Analyst
Image Analyst el 28 de Nov. de 2014
This is exactly what this group at the University of Arizona did using Hu's moments: http://www.youtube.com/watch?v=Nc06tlZAv_Q Maybe you might want to try that method. The advantage is that it's robust to scale and rotation changes (within reason).

Categorías

Más información sobre Feature Detection and Extraction en Help Center y File Exchange.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by