Search Results for author: Sandeep Singh Sengar

Found 4 papers, 1 papers with code

Age-Stratified Differences in Morphological Connectivity Patterns in ASD: An sMRI and Machine Learning Approach

no code implementations14 Aug 2023 Gokul Manoj, Sandeep Singh Sengar, Jac Fredo Agastinose Ronickom

The objective of this study was to compare the effect of different age groups in classifying ASD using morphological features (MF) and morphological connectivity features (MCF).

Multi-planar 3D knee MRI segmentation via UNet inspired architectures

1 code implementation International Journal of Imaging Systems and Technology 2022 Sandeep Singh Sengar, Christopher Meulengracht, Mikael Ploug Boesen, Anders Føhrby Overgaard, Henrik Gudbergsen, Janus Damm Nybing, Mathias Perslev, Erik Bjørnager Dam

By evaluating the architectures in a different dimensionality, embedded in a different method, and for a different task, we aimed to evaluate if any of these UNet alternatives are promising as a new golden standard that generalizes even better than the UNet.

MRI segmentation Segmentation

Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks

no code implementations4 Apr 2022 Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim

The limited dynamic range of commercial compact camera sensors results in an inaccurate representation of scenes with varying illumination conditions, adversely affecting image quality and subsequently limiting the performance of underlying image processing algorithms.

Image Enhancement object-detection +2

Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks

no code implementations10 Mar 2021 Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim

However, as these techniques destroy spatial relationship with neighboring regions, performance can be deteriorated when using them to train algorithms designed for low level vision tasks (low light image enhancement, image dehazing, deblurring, etc.)

Data Augmentation Deblurring +7

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