Sabanci University CS419 (Digital Image and Video Analysis) Assignments

Simple galaxy counter which uses thresholding along with connected components to approximate the count of galaxies in an image

This is an improved version of basic CBIR for cytological images based on image segmentation

Morphological categorization of neurons in order to explore their functional features has drawn significant attention over past few decades. The enormous complexity in the structure of neurons poses a real challenge in the identification and analysis of similar and dissimilar neuronal cells. Existing methodologies often carry out strutural and g…

Projective invariant shape descriptor based on Cross Ratio Arrays for planar objects recognition like signs and logos

Implementation of algorithm in 'Yikang Liu et al. (2020) Automatic Brain Extraction for Rodent MRI Images. Neuroinformatics. doi: 10.1007/s12021-020-09453-z''

A minimalist pytorch implementation of: "Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence"

A pytorch implementation of: "Unsupervised Deep Learning for Structured Shape Matching"

Python implementation of the Bag of Contour Fragments algorithm for shape classification

A library containing GPU implementations of a number of 3D shape descriptors, along with some useful utilities.

Project codes for EE702 Computer Vision.

elliptical fourier descriptors with and without lobe contributions

Using the shape context algorithm to classify shoe shapes

Automated anatomical brain label/shape analysis software (+ website)