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Your search keyword '"Micheal, A. Ancy"' showing total 10 results
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10 results on '"Micheal, A. Ancy"'

1. An Efficient Illumination Invariant Tiger Detection Framework for Wildlife Surveillance

Author

Pendharkar, Gaurav, Micheal, A. Ancy, Misquitta, Jason, and Kaippada, Ranjeesh

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

Tiger conservation necessitates the strategic deployment of multifaceted initiatives encompassing the preservation of ecological habitats, anti-poaching measures, and community involvement for sustainable growth in the tiger population. With the advent of artificial intelligence, tiger surveillance can be automated using object detection. In this paper, an accurate illumination invariant framework is proposed based on EnlightenGAN and YOLOv8 for tiger detection. The fine-tuned YOLOv8 model achieves a mAP score of 61% without illumination enhancement. The illumination enhancement improves the mAP by 0.7%. The approaches elevate the state-of-the-art performance on the ATRW dataset by approximately 6% to 7%., Comment: accepted at ICCIS 2023

Published
2023

2. An Efficient Illumination Invariant Tiger Detection Framework for Wildlife Surveillance

Author

Pendharkar, Gaurav, Micheal, A. Ancy, Misquitta, Jason, Kaippada, Ranjeesh, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Sharma, Harish, editor, Shrivastava, Vivek, editor, Tripathi, Ashish Kumar, editor, and Wang, Lipo, editor

Published
2024
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7. Optimization of UAV Video Frames for Tracking

Author

Micheal, A. Ancy, Vani, K., Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Venkataramani, Guru Prasadh, editor, Sankaranarayanan, Karthik, editor, Mukherjee, Saswati, editor, Arputharaj, Kannan, editor, and Sankara Narayanan, Swamynathan, editor

Published
2018
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