Search Results - "Karthikha, R"

Enhancing Colonoscopy Image Quality with CLAHE in the GASTROLAB Dataset by Karthikha, R, Najumnissa Jamal, D

“…This research focuses on improving image quality in the context of colonoscopy, a critical procedure for diagnosing gastrointestinal conditions such as…”
Get full text

Analysis of Deep Learning Algorithms for Intelligent Plant Disease Identification by Najumnissa, D, Vijayalakshmi, S, Paramasivam, A, Karthikha, R, Mohamed Shuaib, Y

“…In developing countries like India, Rice is the fundamental and most important food crop. Also, rice is an essential food crop for low and lower middle income…”
Get full text

An approach of polyp segmentation from colonoscopy images using Dilated-U-Net-Seg – A deep learning network by Karthikha, R., Najumnissa Jamal, D., Syed Rafiammal, S.

“…[Display omitted] •Dilated convolution layers, additional encoder and decoder stages are added to the U-Net architecture for polyp segmentation.•A wide range…”
Get full text

Enhancing Colonoscopy Image Resolution Employing Scaling and Interpolation by R, Karthikha, D, Najumnissa Jamal, Abdulrahim, Mahabuba, S, Syed Rafiammal

“…Colonoscopy is an important diagnostic tool in the field of medicine, allowing for a thorough examination of the colon's interior and the critical detection of…”
Get full text

Effect of U-Net Hyperparameter Optimisation in Polyp Segmentation from Colonoscopy Images by Karthikha, R., Najumnissa, D., Rafiammal, S. Syed

“…Colorectal cancer can be detected from the location of polyps present in the colon. Colonoscopy is the standard method for polyp detection from where the…”
Get full text