Removal of random valued impulse noise using DTBDM algorithm - Identifies corrupted pixels in an image and corrects them based on neighboring values using non-linear filtering i.e., Modified decision based median filtering along with an impulse detector. • Displays edge preserving-enhancing abilities resulting in better contrast and color mappin…
Classification of CIFAR-10 images with a convolutional net.
Recognition of the images includes train and tests based on Python.
Convoluted Neural Network for classifying the FashionMNIST data set. Recognition of multiple clothing objects on the same picture with noise using the trained model and OpenCV.
The assignments and projects on Digital Image Processing
Single Image Reflection Removal based on GAN with Gradient Constraint (GCNet)
Flask Web Interface to deploy ManTraNet and BusterNet for testing image manipulations
An indexed color palette implementation in Go on top of a k-d tree for fast color lookups. Also rank a palette against an image to identify prominent colors.
A simple CNN network with residual connections as a Generator to improve details of images in cooperation with two Discriminators.
Implementation of nighttime low illumination image enhancement using Dark/Bright channel priors
LoGo is a general-purpose interpreter written in GoLang for LOGO (programming language). Logo is widely known for its use of turtle graphics, in which commands for movement and drawing produced line or vector graphics, either on screen or with a small robot termed a turtle. It also has the ability to host a web interface for the user.
It is a Java based GUI desktop application which “detects the objects in a binary image using the concept of Neighborhood and connectivity”. More specifically it implements the concept of "M-Connectivity" of Digital Image Processing.
Graph-ICS is a tool for creating and visualizing image, video, and data streams.
pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full
Computes the two-dimensional discrete cosine transform (DCT2D) of an image an its inverse, taking the image to the frequency domain.
An official source code of AAAI 2023 paper, "Robust Image Denoising of No-Flash Images Guided by Consistent Flash Images".
A sudoku solver web application based on image processing techniques.
A list of retinal-image enhancement papers
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