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cluster_tools

Distributed segmentation for bio-image-analysis

disparity-estimation-and-rectification

HIERARCHICAL DEEP STEREO MATCHING ON HIGH-RESOLUTION IMAGES , Disparity estimation, rectification

endoscopy-single-image-depth-estimation-using-self-supervised-method

A Comparison Based Study On Depth Estimation of Monocular Endoscopic Images using Self-supervised Learning Methods

fetal-head-detection-in-ultrasound-images

Conventional image processing technique for detection of fatal head using hough transform

image-signal-processing

Geometric Transformation, Occlusion detection, Image mosaicing, Image blurring, Shape from focus, Motion blur, DFT, DCT, Otsu thresholding, K means clustering, Image filtering

isp-and-cv

Canny edge detector, Signal processing, Hybrid Image, Panaroma, 3D reconstruction

lightfieldprocessing

Image synthesize, digital focusing, digital aperture modification, Depthe estimation

medical-image-analysis

Geometry transformation, histogram enhancement and CLAHE method imaplementation

microscopic-neuron-image-segmentation-using-conventional-dl-based-methods

Microscopic Neuron image segmentation using different conventional and DL based methods

mri-skull-stripping-tissue-segmentation

MRI skull stripping and tissue segmentation using conventional methods and different available tools

nifty

A nifty library for graph based image segmentation.

normalized-graphcut

Implementation of Normalized Graph cut method was proposed by Jianbo Shi and Ji- tendra Malik to address the problem of perceptual grouping and organization in vision.

physiological-measurement-in-nicu-with-dl

Physiological measurement in NICU with deeplearining using surrogated ground truth

python-active-shape-model-for-incisor-segmentation

Python sample project for segmentation of teeth for use in forensic investigations

r2d2-endoscopy

Implementation and evaluation of the learning-based method R2D2 for endoscopy image registration

rendering-of-3d-obejct

segmentation-of-the-lungs-in-chest-x-rays-using-active-contour

Mean shape calculation, active contour, active contour method and morphological ACWE algorithm

skin-lession-segmentation-using-both-clustering-based-and-graphcut-based-techniques

Histogram based method to assign class label, Alpha beta segmentation and alpha expansion to improvise the segmentation.