output
20122026
most citedCertifying Some Distributional Robustness with Principled Adversarial Training

325 citations

Showing cs.CVShow all

10 papers · 1 filter

cs.CV2026★ 1 cited

Emergence of Transfer Learning towards Specific Identification of Alzheimer's Disease A Prospective Approach

Soumik Podder, Chandramouli Haldar

Worldwide, millions of senior citizens are suffering from Alzheimer disease abbreviated as AD, a well- versed form of dementia. AD is featured by amnesia, intellectual disability,…

cs.CV2018★ 6 cited

Synthetic data generation for Indic handwritten text recognition

Partha Pratim Roy, Akash Mohta, Bidyut B. Chaudhuri

This paper presents a novel approach to generate synthetic dataset for handwritten word recognition systems. It is difficult to recognize handwritten scripts for which sufficient t…

cs.CV2018★ 34 cited

Cross-language Framework for Word Recognition and Spotting of Indic Scripts

Ayan Kumar Bhunia, Partha Pratim Roy, Akash Mohta +1

Handwritten word recognition and spotting of low-resource scripts are difficult as sufficient training data is not available and it is often expensive for collecting data of such s…

cs.CV2018★ 152 cited

Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network

Ankan Kumar Bhunia, Aishik Konwer, Ayan Kumar Bhunia +3

Script identification plays a significant role in analysing documents and videos. In this paper, we focus on the problem of script identification in scene text images and video scr…

cs.CV2017★ 92 cited

Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval

Prithaj Banerjee, Ayan Kumar Bhunia, Avirup Bhattacharyya +2

In this paper, a new texture descriptor based on the local neighborhood intensity difference is proposed for content based image retrieval (CBIR). For computation of texture featur…

cs.CV2017★ 114 cited

HMM-based Indic Handwritten Word Recognition using Zone Segmentation

Partha Pratim Roy, Ayan Kumar Bhunia, Ayan Das +2

This paper presents a novel approach towards Indic handwritten word recognition using zone-wise information. Because of complex nature due to compound characters, modifiers, overla…

cs.CV2017★ 11 cited

HMM-based Writer Identification in Music Score Documents without Staff-Line Removal

Partha Pratim Roy, Ayan Kumar Bhunia, Umapada Pal

Writer identification from musical score documents is a challenging task due to its inherent problem of overlapping of musical symbols with staff lines. Most of the existing works…

cs.CV2017★ 31 cited

Text Recognition in Scene Image and Video Frame using Color Channel Selection

Ayan Kumar Bhunia, Gautam Kumar, Partha Pratim Roy +2

In recent years, recognition of text from natural scene image and video frame has got increased attention among the researchers due to its various complexities and challenges. Beca…

cs.CV2017★ 19 cited

Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding

Partha Pratim Roy, Ayan Kumar Bhunia, Umapada Pal

Text recognition in scene image and video frames is difficult because of low resolution, blur, background noise, etc. Since traditional OCRs do not perform well in such images, inf…

cs.CV2017★ 46 cited

Multi-Oriented Text Detection and Verification in Video Frames and Scene Images

Aneeshan Sain, Ayan Kumar Bhunia, Partha Pratim Roy +1

In this paper, we bring forth a novel approach of video text detection using Fourier-Laplacian filtering in the frequency domain that includes a verification technique using Hidden…