157 citations · 494 across the 13 of their papers we have counts for
13 papers
Enhancing rice leaf images: An overview of image denoising techniques
Rupjyoti Chutia, Dibya Jyoti Bora
Digital image processing involves the systematic handling of images using advanced computer algorithms, and has gained significant attention in both academic and practical fields.…
Comparative Evaluation of Hard and Soft Clustering for Precise Brain Tumor Segmentation in MR Imaging
Dibya Jyoti Bora, Mrinal Kanti Mishra
Segmentation of brain tumors from Magnetic Resonance Imaging (MRI) remains a pivotal challenge in medical image analysis due to the heterogeneous nature of tumor morphology and int…
Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks
Sagar Tamang, Dibya Jyoti Bora
As autonomous agents become more powerful and widely used, it is becoming increasingly important to ensure they behave safely and stay aligned with system goals, especially in mult…
Evaluating Tokenizer Performance of Large Language Models Across Official Indian Languages
S. Tamang, D. J. Bora
Large Language Models (LLMs) based on transformer architectures have revolutionized a variety of domains, with tokenization playing a pivotal role in their pre-processing and fine-…
Enhancing Assamese NLP Capabilities: Introducing a Centralized Dataset Repository
S. Tamang, D. J. Bora
This paper introduces a centralized, open-source dataset repository designed to advance NLP and NMT for Assamese, a low-resource language. The repository, available at GitHub, supp…
An Innovative Solution: AI-Based Digital Screen-Integrated Tables for Educational Settings
S. Tamang, D. J. Bora
In this paper, we have gone through different AI-Based frameworks used for various educational tasks like digital customized assignment allotment and performance monitoring, identi…
Performance Evaluation of Tokenizers in Large Language Models for the Assamese Language
Sagar Tamang, Dibya Jyoti Bora
Training of a tokenizer plays an important role in the performance of deep learning models. This research aims to understand the performance of tokenizers in five state-of-the-art…
Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study
Dibya Jyoti Bora
Color image segmentation is a very emerging research topic in the area of color image analysis and pattern recognition. Many state-of-the-art algorithms have been developed for thi…
A Novel Approach Towards Clustering Based Image Segmentation
Dibya Jyoti Bora, Anil Kumar Gupta
In computer vision, image segmentation is always selected as a major research topic by researchers. Due to its vital rule in image processing, there always arises the need of a bet…
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation
Dibya Jyoti Bora, Anil Kumar Gupta, Fayaz Ahmad Khan
Color image segmentation is a very emerging topic for image processing research. Since it has the ability to present the result in a way that is much more close to the human yes pe…
Impact of Exponent Parameter Value for the Partition Matrix on the Performance of Fuzzy C Means Algorithm
Dibya Jyoti Bora, Anil Kumar Gupta
Soft Clustering plays a very important rule on clustering real world data where a data item contributes to more than one cluster. Fuzzy logic based algorithms are always suitable f…
Effect of Different Distance Measures on the Performance of K-Means Algorithm: An Experimental Study in Matlab
Mr. Dibya Jyoti Bora, Dr. Anil Kumar Gupta
K-means algorithm is a very popular clustering algorithm which is famous for its simplicity. Distance measure plays a very important rule on the performance of this algorithm. We h…
A Comparative study Between Fuzzy Clustering Algorithm and Hard Clustering Algorithm
Dibya Jyoti Bora, Dr. Anil Kumar Gupta
Data clustering is an important area of data mining. This is an unsupervised study where data of similar types are put into one cluster while data of another types are put into dif…