Projects
The projects that I have been involved in are listed below. The majority of the projects are related to texture analysis/classification methods. If you are not familiar with texture features, please read the Texture Analysis page.
Local Frequency Descriptor (Magnitude)
Brief Description:
Local Frequency Descriptor (Magnitude)
Paper:
R. Maani, S. Kalra, and Y.H. Yang, "Noise robust rotation invariant features for texture classification", Pattern Recognition 46(8), pp. 2103–2116, 2013. (link)
Download Code (Please cite the above paper if you use the code):
[Matlab]
Local Frequency Descriptor (Phase)
Brief Description:
Local Frequency Descriptor (Phase)
Paper:
R. Maani, S. Kalra, and Y.H. Yang, "Rotation invariant local frequency descriptors for texture classification", IEEE Transactions on Image Processing 22(6), pp. 2409-2419, 2013. (link)
Download Code (Please cite the above paper if you use the code):
[Matlab]
Robust Edge Aware Descriptor (READ)
Brief Description:
Robust Edge Aware Descriptor (READ)
Paper:
R. Maani, S. Kalra, and Y.H. Yang, "Robust Edge Aware Descriptor for Image Matching", Proc. 12th Asian Conference on Computer Vision (ACCV 2014), Nov 1-5, 2014, Singapore. (link)
Local Frequency Descriptor (Volumetric)
Brief Description:
Local Frequency Descriptor (Volumetric)
Paper:
Maani, Rouzbeh, Sanjay Kalra, and Yee-Hong Yang, "Robust volumetric texture classification of magnetic resonance images of the brain using local frequency descriptor." IEEE Transactions on Image Processing, 23.10 (2014): 4625-4636. (link)
Download Code (Please cite the above paper if you use the code):
[Matlab]