8 citations · 22 across the 5 of their papers we have counts for
5 papers
RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection
Thennarasi Balakrishnan, Sandeep Singh Sengar
Object detection algorithms particularly those based on YOLO have demonstrated remarkable efficiency in balancing speed and accuracy. However, their application in brain tumour det…
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation
Owen Singh, Sandeep Singh Sengar
Colorectal cancer contributes significantly to cancer-related mortality. Timely identification and elimination of polyps through colonoscopy screening is crucial in order to decrea…
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks
Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon +1
The limited dynamic range of commercial compact camera sensors results in an inaccurate representation of scenes with varying illumination conditions, adversely affecting image qua…
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts
Sandeep Singh Sengara, Christopher Meulengrachtb, Mikael Ploug Boesenb +4
UNet has become the gold standard method for segmenting 2D medical images that any new method must be validated against. However, in recent years, several variations of the seminal…
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks
Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon +1
Region modification-based data augmentation techniques have shown to improve performance for high level vision tasks (object detection, semantic segmentation, image classification,…