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All ResearchIDs

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All Publications

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Journal(s)

• An improved genetic algorithm based deep learning model with you only look once framework for driver distraction detection, By Medipelly Rampavan, Earnest Paul Ijjina, Elsevier, Engineering Applications of Artificial Intelligence, vol.Volume 160, Part B, pp.111932, 2025
• MNASreID: grasshopper optimization based neural architecture search for motorcycle re-identification, By Medipelly Rampavan, Earnest Paul Ijjina, Springer London, Signal, Image and Video Processing, vol.19, Issue 1, pp.138, 2024
• Person re-identification using vision transformer and centroid triplet loss, By Earnest Paul Ijjina, Rampavan Medipelly, Santosh Kumar Beerukuri, Sowmya Vinnakota & Vijay Chowdary Nelakurthi , Springer US, Multimedia Tools and Applications, vol.83, Issue 29, pp.73777-73788, 2024
• Brake Light Detection of Vehicles Using Differential Evolution Based Neural Architecture Search, By Medipelly Rampavan, Earnest Paul Ijjina, Elsevier, Applied Soft Computing, vol.147, pp.110839, 2023
• Genetic brake-net: Deep learning based brake light detection for collision avoidance using genetic algorithm, By Medipelly Rampavan, Earnest Paul Ijjina, Elsevier, Knowledge-Based Systems, vol.264, pp.110338, 2023
• Human action recognition in RGB-D videos using motion sequence information and deep learning, By Earnest Paul Ijjina, C. Krishna Mohan, Elsevier, Pattern Recognition, vol.72, pp.504-516, 2017
• Hybrid deep neural network model for human action recognition, By Earnest Paul Ijjina, C. Krishna Mohan, Elsevier, Applied Soft Computing, vol.46, pp.936-952, 2016
• Human action recognition using genetic algorithms and convolutional neural networks, By Earnest Paul Ijjina, C. Krishna Mohan, Elsevier, Pattern Recognition, vol.59, pp.199-212, 2016
• Classification of human actions using pose-based features and stacked auto encoder, By Earnest Paul Ijjina, C. Krishna Mohan, Elsevier, Pattern Recognition Letters, vol.83, Part 3, pp.268-277, 2016

Conference(s)

• Fusion of Deep Learning models trained using transfer learning for Classification of Rice Variety By Earnest Paul Ijjina, International Conference on Robotics, Communication and Soft Computing (RCSC), 2025
• Image classification with and without Image background using Vision Transformer By Earnest Paul Ijjina, International Conference on Robotics, Communication and Soft Computing (RCSC), 2025
• Evaluation of Vision Transformer with augmented data for Classification of Medical Flowers By Earnest Paul Ijjina, 6th Congress on Intelligent Systems (CIS 2025), 2025
• Evaluation of Deep Learning Model using Optimal Rotationally Transformed Data for the Detection of Age-related Macular Degeneration By Earnest Paul Ijjina, International Conference on Signal Processing and Computer Vision (SIPCOV 2025), 2025
• Deep Learning based Brake Light Detection for Two Wheelers By G. Kumar, M. Rampavan and Earnest Paul Ijjina, IEEE International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), 2021
• Recognizing Human Actions in Video using Motion History Image and Deep Learning By P. S. Chandragiri and Earnest Paul Ijjina, IEEE International Conference on Computing Communication and Networking Technologies (ICCCNT 2021), 2021
• Customer Analytics using Surveillance Video By Earnest Paul Ijjina, Aniruddha Srinivas Joshi, Goutham Kanahasabai, and Keerthi Priyanka P, IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), 2020
• Detection of Customer Interested Garments in Surveillance Video using Computer Vision By Earnest Paul Ijjina, Aniruddha Srinivas Joshi, and Goutham Kanahasabai, IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), 2020
• Deep Learning based approach to detect Customer Age, Gender and Expression in Surveillance Video By Earnest Paul Ijjina, Goutham Kanahasabai and Aniruddha Srinivas Joshi, IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2020), 2020
• Computer Vision-based Accident Detection in Traffic Surveillance By Earnest Paul Ijjina, Dhananjai Chand, Savyasachi Gupta and Goutham K, IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2019), 2019
• Accident detection from dashboard camera video By Earnest Paul Ijjina and Sanjay Kumar Sharma, IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2019), 2019
• Hand gesture recognition based on saliency and foveation features using convolutional neural network By Earnest Paul Ijjina, International Conference on Computational Intelligence and Informatics (ICCII 2018), 2018
• Action recognition using motion history information and convolutional neural networks By Earnest Paul Ijjina, International Conference on Computational Intelligence and Informatics (ICCII 2018), 2018
• Human fall detection using temporal templates and convolutional neural networks By Earnest Paul Ijjina, International Conference on Computational Intelligence and Informatics (ICCII 2018), 2018
• Action recognition in sports videos using stacked auto encoder and HOG3D features By Earnest Paul Ijjina, International Conference on Computational Intelligence and Informatics (ICCII 2018), 2018

Book Chapter(s)

• A light-weight Deep Learning model for plant disease detection in hyperautomation By Earnest Paul Ijjina, Suresh Babu and Victoria Susan in Hyperautomation in Precision Agriculture: Advancements and Opportunities for Sustainable Farming, Elsevier, Reference, 2024
• A Fast Garbage Classification Model Based on Deep Learning By Rampavan Medipelly and Earnest Paul Ijjina in IoT-Based Smart Waste Management for Environmental Sustainability, CRC Press, Taylor & Francis Group, Reference, 2022
• Intelligent Garment Detection using Deep Learning By S. Joshi, S. Gupta, G. Kanahasabai and Earnest Paul Ijjina in Handbook of Intelligent Computing and Optimization for Sustainable Development, Wiley-Scrivener Publishing, Reference, 2022
• Human Fall Detection in Depth-Videos using Temporal Templates and Convolutional Neural Networks By Earnest Paul Ijjina in Artificial Intelligence and Assistive Technologies, Springer, Reference, 2021
• Video based accident detection of Cars By Earnest Paul Ijjina in Autonomous Driving and Driver Assistance, CRC Press, Taylor & Francis Group, Reference, 2021
• Evolutionary deep learning for human behavioral analysis By Earnest Paul Ijjina, C. Krishna Mohan in Hybrid Intelligence for Image Analysis and Understanding, John Wiley & Sons, Reference, 2017

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