50 citations · 63 across the 9 of their papers we have counts for
9 papers
A Heterogeneous Mixture of Experts Framework for Interpretable Machine Learning
Soham Chatterjee, Rwitobroto Dey, Smarajit Bose
Mixture-of-Experts (MoE) models provide a flexible framework for partitioning complex prediction problems into simpler local learning tasks through an input-dependent gating mechan…
Deep Image Orientation Angle Detection
Subhadip Maji, Smarajit Bose
Estimating and rectifying the orientation angle of any image is a pretty challenging task. Initial work used the hand engineering features for this purpose, where after the inventi…
Rotation Invariant Deep CBIR
Subhadip Maji, Smarajit Bose
Introduction of Convolutional Neural Networks has improved results on almost every image-based problem and Content-Based Image Retrieval is not an exception. But the CNN features,…
An Improved Relevance Feedback in CBIR
Subhadip Maji, Smarajit Bose
Relevance Feedback in Content-Based Image Retrieval is a method where the feedback of the performance is being used to improve itself. Prior works use feature re-weighting and clas…
CBIR using features derived by Deep Learning
Subhadip Maji, Smarajit Bose
In a Content Based Image Retrieval (CBIR) System, the task is to retrieve similar images from a large database given a query image. The usual procedure is to extract some useful fe…
A Novel Minimum Divergence Approach to Robust Speaker Identification
Ayanendranath Basu, Smarajit Bose, Amita Pal +2
In this work, a novel solution to the speaker identification problem is proposed through minimization of statistical divergences between the probability distribution (g). of featur…
A Hybrid Approach for Improved Content-based Image Retrieval using Segmentation
Smarajit Bose, Amita Pal, Jhimli Mallick +2
The objective of Content-Based Image Retrieval (CBIR) methods is essentially to extract, from large (image) databases, a specified number of images similar in visual and semantic c…
Minimum Distance Estimation of Milky Way Model Parameters and Related Inference
Sourabh Banerjee, Ayanendranath Basu, Sourabh Bhattacharya +3
We propose a method to estimate the location of the Sun in the disk of the Milky Way using a method based on the Hellinger distance and construct confidence sets on our estimate of…
Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models
Pragya Sur, Galit Shmueli, Smarajit Bose +1
Bimodal truncated count distributions are frequently observed in aggregate survey data and in user ratings when respondents are mixed in their opinion. They also arise in censored…