Publications

Debasish Dutta, Deepjyoti Chetia, Neeharika Sonowal, Dr. Sanjib Kr. Kalita (2025). State-of-the-art transformer models for image super-resolution: Techniques, challenges, and applications. arXiv preprint arXiv:2501.07855.

Irani Hazarika, Sagarika Deka, Deepjyoti Chetia, Debashis Saikia, Hirakjyoti Sarma (2025). Image-Based Detection of Plant Leaf Diseases Using Convolutional Neural Networks. 2025 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT).

Deepjyoti Chetia, Debasish Dutta, Dr. Sanjib Kr. Kalita (2025). Image segmentation with transformers: an overview, challenges and future. arXiv preprint arXiv:2501.09372.

Debasish Dutta, Neeharika Sonowal, Irani Hazarika (2025). Developing a Modular Compiler for a Subset of a C-like Language. arXiv preprint arXiv:2501.04503.

Gaurab Khakhlari, Dr. Sanjib Kr. Kalita, Minakshi Gogoi, Rupjyoti Ray, Shikhar Kr Sarma (2025). A benchmark image dataset of unconstrained isolated Assamese handwritten compound characters. International Journal on Document Analysis and Recognition (IJDAR).

Debasish Dutta, Neeharika Sonowal, Risheraj Barauh, Deepjyoti Chetia, Dr. Sanjib Kr. Kalita (2024). Recent Advancements in Microscopy Image Enhancement using Deep Learning: A Survey. 2024 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI).

Deepjyoti Chetia, Dr. Sanjib Kr. Kalita, Prof Partha Pratim Baruah, Debasish Dutta, Tanaz Akhter (2024). Identification of traditional medicinal plant leaves using an effective deep learning model and self-curated dataset. International Conference on Advanced Network Technologies and Intelligent Computing.

Dr. Diganta Kumar Pathak, Sanjib Kumar Kalita, Dhruba Kumar Bhattacharya (2022). Hyperspectral image classification using support vector machine: a spectral spatial feature based approach. Evolutionary Intelligence.

Dr. Diganta Kumar Pathak, Sanjib Kumar Kalita, Dhruba Kumar Bhattacharya (2020). Classification of Hyperspectral Image using Ensemble Learning methods: A comparative study. 2020 IEEE 17th India Council International Conference (INDICON).

Dr. Diganta Kumar Pathak, Dr. Sanjib Kr. Kalita (2019). Spectral spatial feature based classification of hyperspectral image using support vector machine. 2019 6th International conference on signal processing and integrated networks (SPIN).