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Dr. D. N. Kiran Pandiri

Assistant Professor (Sr. Gd.), School of Artificial Intelligence, Bengaluru

Qualification: Ph.D
p_kiran@blr.amrita.edu
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Research Interest: Agricultural and Bio-medical Image Processing, Robotics

Bio

Dr. D. N. Kiran Pandiri currently serves as Assistant Professor (Sr. Gd.) at the Department of Artificial Intelligence & Data Science, School of Artificial Intelligence, Bengaluru.

Publications

Journal Article

Year : 2025

FP-ViT: Potato fungal pathogen disease leaves identification through images using Vision Transformer

Cite this Research Publication : D N Kiran Pandiri., Murugan, R. and Goel, T., 2025. “FP-ViT: Potato fungal pathogen disease leaves identification through images using Vision Transformer,” Soft Computing.

Year : 2024

Whale-optimized convolutional neural network for potato fungal pathogens disease classification

Cite this Research Publication : D.N. Kiran Pandiri, R. Murugan, Tripti Goel, Whale-optimized convolutional neural network for potato fungal pathogens disease classification, Handbook of Whale Optimization Algorithm, Elsevier, 2024, https://doi.org/10.1016/b978-0-32-395365-8.00040-3

Publisher : Elsevier

Year : 2024

Smart soil image classification system using lightweight convolutional neural network

Cite this Research Publication : D.N. Kiran Pandiri, R. Murugan, Tripti Goel, Smart soil image classification system using lightweight convolutional neural network, Expert Systems with Applications, Elsevier BV, 2024, https://doi.org/10.1016/j.eswa.2023.122185

Publisher : Elsevier BV

Year : 2022

POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network

Cite this Research Publication : D. N. Kiran Pandiri, R. Murugan, Tripti Goel, Nishant Sharma, Aditya Kumar Singh, Soumya Sen, Tonmoy Baruah, POT-Net: solanum tuberosum (Potato) leaves diseases classification using an optimized deep convolutional neural network, The Imaging Science Journal, Informa UK Limited, 2022, https://doi.org/10.1080/13682199.2023.2169988

Publisher : Informa UK Limited

Year : 2022

GIL-CNN: A Novel Multipath Features for COVID-19 Detection Using CT-Scan Images

Cite this Research Publication : N. Jagan Mohan, D. N. Kiran Pandiri, GIL-CNN: A Novel Multipath Features for COVID-19 Detection Using CT-Scan Images, IETE Journal of Research, Informa UK Limited, 2022, https://doi.org/10.1080/03772063.2022.2098194

Publisher : Informa UK Limited

Conference Paper

Year : 2023

Multi-Feature Fusion for Soil Image Feature Extraction and Classification Using Machine Learning

Cite this Research Publication : D N Kiran Pandiri, R Murugan, Tripti Goel, Multi-Feature Fusion for Soil Image Feature Extraction and Classification Using Machine Learning, 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), IEEE, 2023, https://doi.org/10.1109/smartgencon60755.2023.10442653

Publisher : IEEE

Year : 2022

ODNet: Optimized Deep Convolutional Neural Network for Classification of Solanum Tuberosum Leaves Diseases

Cite this Research Publication : D N Kiran Pandiri, R Murugan, Tripti Goel, ODNet: Optimized Deep Convolutional Neural Network for Classification of Solanum Tuberosum Leaves Diseases, 2022 IEEE Region 10 Symposium (TENSYMP), IEEE, 2022, https://doi.org/10.1109/tensymp54529.2022.9864335

Publisher : IEEE

Year :

PEDNet: Preprocessed Ensembled Deep Network for Diagnosis of Epilepsy Seizures using EEG image representations

Cite this Research Publication : R. Murugan , D N Kiran Pandiri, A Bhattacharjee, S Yadav, T Goel, “PEDNet: Preprocessed Ensembled Deep Network for Diagnosis of Epilepsy Seizures using EEG image representations”, In Proceedings Mind, Brain and Consciousness Conference-2023 (MBCC), December 14th 2023, IIT Mandi, MBCC, 2023, Indexed in Scopus

Experience
  • Assistant Professor at Vignan’s Foundation for Science, Technology & Research, Vadlamudi, Andhra Pradesh (Jul 2024 – Jun 2025)
  • Assistant Professor at Madanapalle Institute of Technology & Science, Madanapalle (Nov 2014 – Jul 2019)
  • Programmer Analyst at Cognizant Technology Solutions (Dec 2012 – Jan 2015)
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