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Asish Bera

Assistant Professor, Department of Computer Science & Information Systems, BITS Pilani, Pilani Campus

Artificial Intelligence, Deep Learning, Computer Vision
Room No -: Chamber 6120-D, New Academic Block,
Department of Computer Science & Information Systems,
Birla Institute of Technology & Science, Pilani- 333031, Rajasthan. India.

Recent Publications

Journals

[1] A. Bera, M. Nasipuri, O. Krejcar, and D. Bhattacharjee, “Fine-Grained Sports, Yoga, and Dance Postures Recognition: A Benchmark Analysis,” IEEE Transactions on Instrumentation and Measurement, Vol.72, Art no. 5020613, pp. 1-13, 2023. 

[2] P. Ray, A. Bera, D. Giri, and D. Bhattacharjee, “Style Matching CAPTCHA: Match Neural Transferred Styles to Thwart Intelligent Attacks,” Multimedia Systems, Springer, 2023.

[3] A. Bera, Z. Wharton, Y. Liu, N. Bessis, and A. Behera, “SR-GNN: Spatial Relation-aware Graph Neural Networks for Fine-Grained Image Categorization,” IEEE Transactions on Image Processing, vol. 31, pp. 6017-6031, 2022.

[4] A. Bera, Z. Wharton, Y. Liu, N. Bessis, and A. Behera, “Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition,” IEEE Transactions on Image Processing, vol. 30, pp. 3691-3704, 2021.

[5] A. Bera, D. Bhattacharjee, and H. P. H. Shum, “Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection,” Expert Systems with Applications, Elsevier, vol.171, 114583, 2021.

[6] A. Bera and D. Bhattacharjee, “Human Identification using Selected Features from Finger Geometric Profiles,” IEEE Transactions on Systems, Man, and Cybernetics: Systems. vol. 50, no. 3, pp. 747-761, 2020.

[7] A. Bera, R. Dey, D. Bhattacharjee, M. Nasipuri, and H. P. H. Shum, “Spoofing Detection on Hand Images Using Quality Assessment,” Multimedia Tools and Applications, Vol. 80, no. 19, pp. 28603–28626, 2021.

Conferences

[1] A. Bera, A. Hazra, O. Krejcar, and D. Bhattacharjee, “A Graph Convolutional Network for Visual Categorization,” 2nd International Conference on Data, Electronics and Computing (ICDEC), Springer LNNS, 2023 (Accepted). 

[2] A. Behera, Z. Wharton, P. Hewage, and A. Bera, “Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification,” Thirty-Fifth AAAI Conference on Artificial Intelligence, pp. 929-937, 2021.

[3] K. B. Devika, A. Bera, V. R. Shreya Yellapantula, A. Behera, Y.i Liu, and Shankar C. Subramanian, “Driver Distraction Recognition-driven Collision Avoidance Algorithm for Active Vehicle Safety,” 2021 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 237-241, 2021.

[4] Z. Wharton, A. Behera, and A. Bera, “An attention-driven hierarchical multi-scale representation for visual recognition,” British Machine Vision Conference, 2021.

[5] A. Bera, D. Bhattacharjee, and M. Nasipuri, “Deep Neural Networks Fused with Textures for Image Classification,” In Proc. 3rd International Conference on Frontiers in Computing and Systems (COMSYS), Lecture Notes in Networks and Systems Series, Springer, 2022.

[6] A. Bera, D. Bhattacharjee, and M. Nasipuri, “Pose-Invariant Hand Geometry for Human Identification using Feature Weighted k-NN Classifier,” 1st International Conference on Information Technology and Applied Mathematics, Advances in Intelligent Systems and Computing 699, Springer, pp. 115-129, 2019.

[7] A. Bera, D. Bhattacharjee, and M. Nasipuri, “Hand biometric verification with hand image based CAPTCHA,” 4th International Doctoral Symposium on Applied Computation and Security Systems, Advances in Intelligent Systems and Computing 666, Springer, pp. 3-18, 2018.

Book Chapter

[1] A. Bera, D. Bhattacharjee, and M. Nasipuri, “Finger Biometric Recognition with Feature Selection,” 5th Chapter in the Book on “The Biometric Computing: Recognition and Registration,” CRC Press (Taylor & Francis Group, UK), pp. 87-112, UK), 2019.