G.S. (Guru Swaroop) Bennabhaktula, MSc

Postdoctoraal onderzoeker

Faculteit Science and Engineering

Telefoon:

E-mail:

g.s.bennabhaktula rug.nl

ORCID Research Portal

Publicaties

PushPull-Net: Inhibition-Driven ResNet Robust to Image Corruptions

Bennabhaktula, G. S., Alegre, E., Strisciuglio, N. & Azzopardi, G., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (reds.). Springer, blz. 391-408 18 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15308 LNCS).

Onderzoeksoutput › › peer review

PushPull-Net: Inhibition-driven ResNet robust to image corruptions

Bennabhaktula, G. S., Alegre, E., Strisciuglio, N. & Azzopardi, G., 7-aug-2024, (Submitted) Kolkata: arXiv, 17 blz.

Onderzoeksoutput: Voordruk ›

Leveraging image noise: source camera identification and increased robustness of convolutional neural networks

Bennabhaktula, G. S., 2023, [Groningen]: University of Groningen. 172 blz.

Onderzoeksoutput

Camera model identification based on forensic traces extracted from homogeneous patches

Bennabhaktula, G. S., Alegre, E., Karastoyanova, D. & Azzopardi, G., 15-nov-2022, In: Expert systems with applications. 206, 11 blz., 117769.

Onderzoeksoutput: Article › › peer review

Source Camera Device Identification from Videos

Bennabhaktula, G. S., Timmerman, D., Alegre, E. & Azzopardi, G., 4-jun-2022, In: SN Computer Science. 3, 4, 15 blz., 316.

Onderzoeksoutput: Article › › peer review

On Improving Generalization of CNN-Based Image Classification with Delineation Maps Using the CORF Push-Pull Inhibition Operator

Bennabhaktula, S., Antonisse, J. & Azzopardi, G., 31-okt-2021, Computer Analysis of Images and Patterns: CAIP 2021. Tsapatsoulis, N., Panayides, A., Theocharides, T., Lanitis, A., Pattichis, C. & Vento, M. (reds.). Cham: Springer, Vol. Part 1. blz. 434-444 11 blz. (Lecture Notes in Computer Science; vol. 13052).

Onderzoeksoutput › › peer review

Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet

Timmerman, D., Bennabhaktula, S., Alegre, E. & Azzopardi, G., 2021, Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods - ICPRAM. De Marsico, M., Sanniti di Baja, G. & Fred, A. (reds.). SciTePress, blz. 417-425 9 blz.

Onderzoeksoutput › › peer review

Device-based image matching with similarity learning by convolutional neural networks that exploit the underlying camera sensor pattern noise

Bennabhaktula, S., Alegre, E., Karastoyanova, D. & Azzopardi, G., 2020, Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods ICPRAM . De Marsico, M., Sanniti di Baja , G. & Fred , A. (reds.). SciTePress, blz. 578-584 7 blz.

Onderzoeksoutput › › peer review