KURUMA PURNIMA

@sietk.org

Assistant Professor, Dept. of CSE
Siddhardha Institute of Science and Technology, Puttur

KURUMA PURNIMA


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https://researchid.co/jpmpworks

RESEARCH, TEACHING, or OTHER INTERESTS

Signal Processing, Multidisciplinary, Computer Engineering, Computer Science
14

Scopus Publications

71

Scholar Citations

5

Scholar h-index

1

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • IDCP-NET: An Improved Dark Channel Prior Network with Multi-Constraint Transmission Refinement for Image Dehazing
    M Poornima, MA Manivasagam, E Murali, B Himabindu, D Janani, ...
    2026 Second International Conference on Multi-Agent Systems for … , 2026
    2026
  • Adaptive Non-Subsampled Shearlet–PCNN Framework for Efficient MRI–PET Image Fusion
    K Purnima, P Vasavi, SMT Selvi, S Sumiya, SS Ahamad, K Kumar
    2025 Seventh International Conference on Research in Computational … , 2025
    2025
  • Attention-Enhanced Deep Learning Framework for Driver Drowsiness Detection in Intelligent Transportation Systems
    K Purnima, C Guruprasad, K Chaitanya, KNSR Krishna, A Naresh, ...
    2025 6th International Conference on IoT Based Control Networks and … , 2025
    2025
  • AI-based Helmet Detection and Alert System using YOLOv5 and Cloud Deployment
    K Purnima, Y Siddamma, RG Rajesh, SK Premchandh, T Naresh, ...
    2025 6th International Conference on IoT Based Control Networks and … , 2025
    2025
  • An IoT-based Smart Wearable Safety Device using GSM, GPS, and ESP32-CAM
    K Purnima, B Madhavi, D Sukith, K Rajesh, PSK Reddy, BVKK Reddy
    2025 3rd International Conference on Sustainable Computing and Data … , 2025
    2025
    Citations: 1
  • Deep Belief Networks for Ovarian Tumour Detection From Gene Data
    J Venkatagiri, K Purnima, A Divya, TVV Satyanarayana, R Ramaiah
    2025 6th International Conference on Data Intelligence and Cognitive … , 2025
    2025
  • A Lightweight Framework for Underwater Image Enhancement with Focus on Color Cast Correction
    BM Reddy, A Divya, R Priyadarshini, K Purnima
    2025 5th International Conference on Expert Clouds and Applications (ICOECA … , 2025
    2025
  • Devising a comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Journal of Visual Communication and Image Representation 107, 104386 , 2025
    2025
    Citations: 6
  • Detection of Parkinson's Disease using Machine Learning with Feature Analysis from Audio Signals
    K Purnima, MA Manivasagam, DM Kaif, M Vanitha, N Rajesh, ...
    2024 4th International Conference on Mobile Networks and Wireless … , 2024
    2024
    Citations: 5
  • Efficient non-local similarity-based image dehazing: A pixel-level approach for enhanced performance and robustness
    AS Rani, KVL Keerthi, MVN Rao, GVP Kumar, VVS Tallapragada, ...
    2024 8th International Conference on Electronics, Communication and … , 2024
    2024
    Citations: 3
  • CSUID–Comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Data in Brief 55, 110723 , 2024
    2024
    Citations: 7
  • Enhancing Library Resource Recommendations Using Collaborative Filtering Algorithms.
    BM Reddy, MA Manivasagam, K Purnima, A Divya, K Subramanyam
    Library of Progress-Library Science, Information Technology & Computer 44 (3) , 2024
    2024
  • Enhancement of Low-Light Images using Structure-Aware Illumination Mapping: A LIME Approach
    K Purnima, VVS Tallapragada, B Devi, MS Kumar, K Pavithra, TG Rao
    2024 15th International Conference on Computing Communication and Networking … , 2024
    2024
    Citations: 5
  • A comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Mendeley Data 3 , 2024
    2024
    Citations: 2
  • Non-gradient based design metrics for underwater image enhancement
    K Purnima, CS Kumar
    2023 International Conference on Self Sustainable Artificial Intelligence … , 2023
    2023
    Citations: 9
  • Gradient-based design metrics for assessment of underwater image enhancement
    K Purnima, CS Kumar
    2023 International Conference on Self Sustainable Artificial Intelligence … , 2023
    2023
    Citations: 14
  • Exploring the Potential of Invasive Weed Optimization: A Population-Based Metaheuristic for Optimization Problems
    K Sudha, M Suresh, RM Mallika, A Divya, K Purnima, E Sasikala
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University 44 (7 … , 2023
    2023
  • Underwater Image Enhancement Techniques–A Comprehensive Review
    K Purnima, CS Kumar
    Journal of Harbin Engineering University 44 (8), 159-173 , 2023
    2023
    Citations: 3
  • Optical Character Recognition with Geometric Attacks
    P Kuruma, ES Reddy
    Journal of Emerging Technologies and Innovative Research 7 (11), 547-554 , 2020
    2020
  • An Exploratory Study in Educating High School Children towards Maintaining an Eco-Friendly Environment
    K Purnima
    Strength for Today and Bright Hope for Tomorrow Volume 15: 3 March 2015 ISSN … , 2015
    2015
    Citations: 1

MOST CITED SCHOLAR PUBLICATIONS

  • Gradient-based design metrics for assessment of underwater image enhancement
    K Purnima, CS Kumar
    2023 International Conference on Self Sustainable Artificial Intelligence … , 2023
    2023.0
    Citations: 14
  • Non-gradient based design metrics for underwater image enhancement
    K Purnima, CS Kumar
    2023 International Conference on Self Sustainable Artificial Intelligence … , 2023
    2023.0
    Citations: 9
  • Super-resolution based image reconstruction
    JK Sunkara, K Purnima, S Muchakala, Y Ravisankariah
    International Journal of Computer Science and Technology 2 (3), 272-281 , 2011
    2011.0
    Citations: 8
  • CSUID–Comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Data in Brief 55, 110723 , 2024
    2024.0
    Citations: 7
  • Devising a comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Journal of Visual Communication and Image Representation 107, 104386 , 2025
    2025.0
    Citations: 6
  • Detection of Parkinson's Disease using Machine Learning with Feature Analysis from Audio Signals
    K Purnima, MA Manivasagam, DM Kaif, M Vanitha, N Rajesh, ...
    2024 4th International Conference on Mobile Networks and Wireless … , 2024
    2024.0
    Citations: 5
  • Enhancement of Low-Light Images using Structure-Aware Illumination Mapping: A LIME Approach
    K Purnima, VVS Tallapragada, B Devi, MS Kumar, K Pavithra, TG Rao
    2024 15th International Conference on Computing Communication and Networking … , 2024
    2024.0
    Citations: 5
  • A new accordion based video compression method
    JK Sunkara, K Purnima, EN Sagari, LR Subbareddy
    i-Manager's Journal on Electronics Engineering 1 (4), 14 , 2011
    2011.0
    Citations: 4
  • Efficient non-local similarity-based image dehazing: A pixel-level approach for enhanced performance and robustness
    AS Rani, KVL Keerthi, MVN Rao, GVP Kumar, VVS Tallapragada, ...
    2024 8th International Conference on Electronics, Communication and … , 2024
    2024.0
    Citations: 3
  • Underwater Image Enhancement Techniques–A Comprehensive Review
    K Purnima, CS Kumar
    Journal of Harbin Engineering University 44 (8), 159-173 , 2023
    2023.0
    Citations: 3
  • Ravisankariah Y,“
    JK Sunkara, K Purnima, S Muchakala
    Super-Resolution Based Image Reconstruction, 272-281 , 0
    Citations: 3
  • A comprehensive synthetic underwater image dataset
    K Purnima, CS Kumar
    Mendeley Data 3 , 2024
    2024.0
    Citations: 2
  • An IoT-based Smart Wearable Safety Device using GSM, GPS, and ESP32-CAM
    K Purnima, B Madhavi, D Sukith, K Rajesh, PSK Reddy, BVKK Reddy
    2025 3rd International Conference on Sustainable Computing and Data … , 2025
    2025.0
    Citations: 1
  • An Exploratory Study in Educating High School Children towards Maintaining an Eco-Friendly Environment
    K Purnima
    Strength for Today and Bright Hope for Tomorrow Volume 15: 3 March 2015 ISSN … , 2015
    2015.0
    Citations: 1
  • IDCP-NET: An Improved Dark Channel Prior Network with Multi-Constraint Transmission Refinement for Image Dehazing
    M Poornima, MA Manivasagam, E Murali, B Himabindu, D Janani, ...
    2026 Second International Conference on Multi-Agent Systems for … , 2026
    2026.0
  • Adaptive Non-Subsampled Shearlet–PCNN Framework for Efficient MRI–PET Image Fusion
    K Purnima, P Vasavi, SMT Selvi, S Sumiya, SS Ahamad, K Kumar
    2025 Seventh International Conference on Research in Computational … , 2025
    2025.0
  • Attention-Enhanced Deep Learning Framework for Driver Drowsiness Detection in Intelligent Transportation Systems
    K Purnima, C Guruprasad, K Chaitanya, KNSR Krishna, A Naresh, ...
    2025 6th International Conference on IoT Based Control Networks and … , 2025
    2025.0
  • AI-based Helmet Detection and Alert System using YOLOv5 and Cloud Deployment
    K Purnima, Y Siddamma, RG Rajesh, SK Premchandh, T Naresh, ...
    2025 6th International Conference on IoT Based Control Networks and … , 2025
    2025.0
  • Deep Belief Networks for Ovarian Tumour Detection From Gene Data
    J Venkatagiri, K Purnima, A Divya, TVV Satyanarayana, R Ramaiah
    2025 6th International Conference on Data Intelligence and Cognitive … , 2025
    2025.0
  • A Lightweight Framework for Underwater Image Enhancement with Focus on Color Cast Correction
    BM Reddy, A Divya, R Priyadarshini, K Purnima
    2025 5th International Conference on Expert Clouds and Applications (ICOECA … , 2025
    2025.0