Engineering, Tourism, Leisure and Hospitality Management
2
Scopus Publications
26
Scholar Citations
3
Scholar h-index
Scopus Publications
Underwater Image Enhancement Using Channel-adaptive Frequency-spatial Network (CAFS-Net) International Journal of Intelligent Engineering and Systems, 2026 Deep learning (DL) has appeared as a powerful tool for addressing the limitations of conventional underwater image enhancement (UIE) techniques, which often struggle with inconsistent improvements and trade-offs between image attributes.This paper introduces CAFS-Net, a novel UIE network designed to tackle these challenges through a two-component approach: Frequency-Spatial Processing Network (FSPN) and Adaptive Channel Prior Modules (ACPM).FSPN systematically decouples and enhances individual degradation factors in UIs, leading to more balanced improvements without sacrificing one attribute for another.ACPM, combining Transformer and CNN (Convolutional Neural Network) models, effectively restores color by linking it to multi-scale image details using cross-attention.Our method operates in three stages: FSPN first enhances the image, ACPM then strengthens the relationship between image regions and color, and finally, IF-Net refines the overall details and colors.Experimental results demonstrate that CAFS-Net outperforms existing methods in both visual quality and quantitative metrics, achieving superior PSNR, SSIM, and UIQM scores, making it a robust solution for enhancing UIs in complex environments.
A Survey on Underwater Image Segmentation and Image quality Enhancements using Deep Learning Models Ceur Workshop Proceedings, 2024
RECENT SCHOLAR PUBLICATIONS
Underwater Image Enhancement using Channel-Adaptive Frequency-Spatial Network (CAFS-Net) SKT Veeresh International Journal of Intelligent Engineering Systems 19 (3), 472-484 , 2026 2026
Early Detection of Melanoma Disease with Artificial Intelligence-Driven Skin Cancer Diagnosis Using Deep Learning Approach Veeresh 2024 Third International Conference on Electrical, Electronics, Information … , 2024 2024 Citations: 3
A Survey on Underwater Image Segmentation and Image quality Enhancements using Deep Learning Models TSK Veeresh Workshop on Advances in Computational Intelligence (ACI 2023) co-located … , 2024 2024
DETECTING CYBER-ATTACKS IN THE INTERNET OF MEDICAL THINGS USING FUZZY LOGIC AND LSTM NETWORKS DAT Veeresh Biradar IN Patent 202,341,089,138 , 2024 2024
A Smart Machine Learning Model for Detection of Brain Hemorrhage Using IoT DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
5G-Smart Diabetes Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
5G-Smart Diabetes Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
A Smart Machine Learning Model for Detection of Brain Hemorrhage Using IoT DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
DEEP LEARNING TECHNIQUES TO ASSESS THE WATER QUALITY RETRIEVAL IN AN IMPOUNDED LAKE USING IMAGING TECHNIQUES EPK Veeresh Biradar IN Patent 202,311,011,802 , 2023 2023
A Deep Learning System for Completely Autonomous Brain Tumor Classification DTSK Veeresh Journal of Advanced Research in Artificial Intelligence & It's Applications … , 2023 2023
Use of Artificial Neural Networks to Identify Fake Profiles F Jabeen, V Biradar, G Nase Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2022 2022
Blood cell classification using CNN A Begum, V Biradar, G Nase Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2022 2022
INVESTIGATION OF WOMEN SAFETY IN INDIAN CITIES USING ML ON TWITES GN Veeresh Biradar Journal of Advanced Research in Information Technology, Systems & Management … , 2021 2021
Blood Cell Classification Using Cnn GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021
Use Of Artificial Neural Networks To Identify Fake Profiles GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021
Use Of Artificial Neural Networks To Identify Fake Profiles GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021
Face Mask Detection Using Image Processing With Deep Learning GN Veeresh Biradar Journal of Advanced Research in Image Processing and Applications 4 (1) , 2021 2021
Covid-19 Spreaders Identification With A Multiplex Network Approach GN Veeresh Biradar International Journal of Human Computer Interaction and Data Mining 4 (2) , 2021 2021
Detection Of Spammers And Fake User Identification On Social Networks GN Veeresh Biradar Journal of Advanced Research in Computer Graphics and Multimedia Technology … , 2021 2021
Detection Of Spam Comments On Youtube GN Veeresh Biradar Journal of Advanced Research in Computer Graphics and Multimedia Technology … , 2021 2021
MOST CITED SCHOLAR PUBLICATIONS
Improved outage prediction using asset management data and intelligent multiple interruption event handling with fuzzy control during extreme climatic conditions AA Nanadikar, VN Biradar, DS Sarma 2014 International Conference on Smart Electric Grid (ISEG), 1-7 , 2014 2014 Citations: 7
Pre-clinical evolutionary study of alpha-pinene in l-arginine induced acute pancreatitis in rat S Biradar, B Veeresh Indian J Pharm Educ Res 41, 73-8 , 2013 2013 Citations: 7
Computer aided detection (cad) system for automatic pulmonary nodule detection in lungs in ct scans V Biradar, U Patil The International Journal of Engineering and Science (IJES) 2 (1), 18-21 , 2013 2013 Citations: 7
Early Detection of Melanoma Disease with Artificial Intelligence-Driven Skin Cancer Diagnosis Using Deep Learning Approach Veeresh 2024 Third International Conference on Electrical, Electronics, Information … , 2024 2024 Citations: 3
Consistency as a Service: Maintaining Cloud Consistency Using Auditing NR Math, V Biradar Int J Innov Sci Eng Technol 2 (6), 577-88 , 2015 2015 Citations: 2
Underwater Image Enhancement using Channel-Adaptive Frequency-Spatial Network (CAFS-Net) SKT Veeresh International Journal of Intelligent Engineering Systems 19 (3), 472-484 , 2026 2026
A Survey on Underwater Image Segmentation and Image quality Enhancements using Deep Learning Models TSK Veeresh Workshop on Advances in Computational Intelligence (ACI 2023) co-located … , 2024 2024
DETECTING CYBER-ATTACKS IN THE INTERNET OF MEDICAL THINGS USING FUZZY LOGIC AND LSTM NETWORKS DAT Veeresh Biradar IN Patent 202,341,089,138 , 2024 2024
A Smart Machine Learning Model for Detection of Brain Hemorrhage Using IoT DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
5G-Smart Diabetes Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
5G-Smart Diabetes Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
A Smart Machine Learning Model for Detection of Brain Hemorrhage Using IoT DTSK Veeresh Biradar International Journal for Research in Applied Science & Engineering … , 2023 2023
DEEP LEARNING TECHNIQUES TO ASSESS THE WATER QUALITY RETRIEVAL IN AN IMPOUNDED LAKE USING IMAGING TECHNIQUES EPK Veeresh Biradar IN Patent 202,311,011,802 , 2023 2023
A Deep Learning System for Completely Autonomous Brain Tumor Classification DTSK Veeresh Journal of Advanced Research in Artificial Intelligence & It's Applications … , 2023 2023
Use of Artificial Neural Networks to Identify Fake Profiles F Jabeen, V Biradar, G Nase Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2022 2022
Blood cell classification using CNN A Begum, V Biradar, G Nase Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2022 2022
INVESTIGATION OF WOMEN SAFETY IN INDIAN CITIES USING ML ON TWITES GN Veeresh Biradar Journal of Advanced Research in Information Technology, Systems & Management … , 2021 2021
Blood Cell Classification Using Cnn GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021
Use Of Artificial Neural Networks To Identify Fake Profiles GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021
Use Of Artificial Neural Networks To Identify Fake Profiles GN Veeresh Biradar Journal of Advanced Research in Applied Artificial Intelligence and Neural … , 2021 2021