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19952026
most citedHybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification

1.9k citations

Showing 2018 · cs.CVShow all

10 papers · 2 filters

cs.CV2018

Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination

Sanchayan Santra, Ranjan Mondal, Pranoy Panda +2

Haze limits the visibility of outdoor images, due to the existence of fog, smoke and dust in the atmosphere. Image dehazing methods try to recover haze-free image by removing the e…

cs.CV2018★ 30 cited

A Deep One-Shot Network for Query-based Logo Retrieval

Ayan Kumar Bhunia, Ankan Kumar Bhunia, Shuvozit Ghose +3

Logo detection in real-world scene images is an important problem with applications in advertisement and marketing. Existing general-purpose object detection methods require large…

cs.CV2018

CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy images

Anabik Pal, Akshay Chaturvedi, Utpal Garain +3

This paper presents an approach for automatic detection of Munro's Microabscess in stratum corneum (SC) of human skin biopsy in order to realize a machine assisted diagnosis of Pso…

cs.CV2018

Dual approach for object tracking based on optical flow and swarm intelligence

Rajesh Misra, Kumar S. Ray

In Computer Vision,object tracking is a very old and complex problem.Though there are several existing algorithms for object tracking, still there are several challenges remain to…

cs.CV2018

Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval

Ranju Mandal, Partha Pratim Roy, Umapada Pal +1

An end-to-end architecture for multi-script document retrieval using handwritten signatures is proposed in this paper. The user supplies a query signature sample and the system exc…

cs.CV2018★ 9 cited

A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks

Subhasis Banerjee, Sushmita Mitra, Anmol Sharma +1

Inspired by the success of Convolutional Neural Networks (CNN), we develop a novel Computer Aided Detection (CADe) system using CNN for Glioblastoma Multiforme (GBM) detection and…

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★ 7 cited

FWLBP: A Scale Invariant Descriptor for Texture Classification

Swalpa Kumar Roy, Nilavra Bhattacharya, Bhabatosh Chanda +2

In this paper we propose a novel texture descriptor called Fractal Weighted Local Binary Pattern (FWLBP). The fractal dimension (FD) measure is relatively invariant to scale-change…

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…