Akshatha K R

Phone+91-9481267144
Emailakshatha.krmanipaledu
Websitehttps://manipal.edu/mit/department-faculty/faculty-list/akshatha-kr/_jcr_content.html

MIT Campus, Manipal, Karnataka State. Pin 576104
India

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6 Conference contribution
4 Article

Enhancing Person Detection in UAV Color Images: Empirical Study and Novel Techniques for Improved Performance
Akshatha, K. R., Phani Pavan, K., Karunakar, A. K. & Satish Shenoy, B., 2024, (Accepted/In press) In: IEEE Access.
Research output: Contribution to journal › Article › peer-review

Open Access
Manipal-UAV person detection dataset: A step towards benchmarking dataset and algorithms for small object detection
Akshatha, K. R., Karunakar, A. K., B., S. S., K., P. P., Dhareshwar, C. V. & Johnson, D. G., 01-2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 195, p. 77-89 13 p.
Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus)
Multi-scale Aerial Object Detection Using Feature Pyramid Networks
Johnson, D. G., Bhat, N., Akshatha, K. R., Karunakar, A. K. & Satish Shenoy, B., 2023, Information and Communication Technology for Competitive Strategies, ICTCS 2021- ICT: Applications and Social Interfaces. Joshi, A., Mahmud, M. & Ragel, R. G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 303-313 11 p. (Lecture Notes in Networks and Systems; vol. 400).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Human Classification in Aerial Images Using Convolutional Neural Networks
Akshatha, K. R., Karunakar, A. K. & Satish Shenoy, B., 2022, Machine Learning and Autonomous Systems - Proceedings of ICMLAS 2021. Chen, J.I.-Z., Wang, H., Du, K.-L. & Suma, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 537-549 13 p. (Smart Innovation, Systems and Technologies; vol. 269).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Human Detection in Aerial Thermal Images Using Faster R-CNN and SSD Algorithms
Akshatha, K. R., Karunakar, A. K., Shenoy, S. B., Pai, A. K., Nagaraj, N. H. & Rohatgi, S. S., 01-04-2022, In: Electronics (Switzerland). 11, 7, 1151.
Research output: Contribution to journal › Article › peer-review

Open Access
34 Citations (Scopus)

Akshatha K R

Fingerprint

Research output

Enhancing Person Detection in UAV Color Images: Empirical Study and Novel Techniques for Improved Performance

Manipal-UAV person detection dataset: A step towards benchmarking dataset and algorithms for small object detection

Multi-scale Aerial Object Detection Using Feature Pyramid Networks

Human Classification in Aerial Images Using Convolutional Neural Networks

Human Detection in Aerial Thermal Images Using Faster R-CNN and SSD Algorithms