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08/22/2023
ULGss: A Strategy to construct a Library of Universal Logic Gates for N-variable Boolean Logic beyond NAND and NOR
In literature, NAND and NOR are two logic gates that display functional ...
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11/12/2022
Variational Augmentation for Enhancing Historical Document Image Binarization
Historical Document Image Binarization is a well-known segmentation prob...
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08/21/2021
Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification
Cervical cancer is the fourth most common category of cancer, affecting ...
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08/07/2021
A distillation based approach for the diagnosis of diseases
Presently, Covid-19 is a serious threat to the world at large. Efforts a...
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06/09/2021
Cervical Cytology Classification Using PCA GWO Enhanced Deep Features Selection
Cervical cancer is one of the most deadly and common diseases among wome...
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04/23/2021
GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits
Convolutional neural networks often generate multiple logits and use sim...
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02/20/2021
Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script identification
Multi-lingual script identification is a difficult task consisting of di...
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02/05/2021
Multispectral Object Detection with Deep Learning
Object detection in natural scenes can be a challenging task. In many re...
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02/01/2021
RectiNet-v2: A stacked network architecture for document image dewarping
With the advent of mobile and hand-held cameras, document images have fo...
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07/20/2020
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
Capturing images of documents is one of the easiest and most used method...
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04/27/2020
A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognition
Finding local invariant patterns in handwrit-ten characters and/or digit...
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04/08/2020
Skin Diseases Detection using LBP and WLD- An Ensembling Approach
In all developing and developed countries in the world, skin diseases ar...
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03/17/2020
Cytology Image Analysis Techniques Towards Automation: Systematically Revisited
Cytology is the branch of pathology which deals with the microscopic exa...
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03/15/2020
Multistage Curvilinear Coordinate Transform Based Document Image Dewarping using a Novel Quality Estimator
The present work demonstrates a fast and improved technique for dewarpin...
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03/12/2020
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
One of the most challenging aspects of medical image analysis is the lac...
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03/12/2020
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation
In the literature, many fusion techniques are registered for the segment...
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12/28/2019
A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network
Deep neural network-based architectures give promising results in variou...
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07/13/2019
Understanding Deep Learning Techniques for Image Segmentation
The machine learning community has been overwhelmed by a plethora of dee...
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07/13/2019
Using dynamic routing to extract intermediate features for developing scalable capsule networks
Capsule networks have gained a lot of popularity in short time due to it...
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01/01/2019
Handwritten Indic Character Recognition using Capsule Networks
Convolutional neural networks(CNNs) has become one of the primary algori...
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03/14/2018
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling
Modern deep learning algorithms have triggered various image segmentatio...
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02/02/2018
Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach
In this work, a novel deep learning technique for the recognition of han...
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01/05/2018
Deep learning for word-level handwritten Indic script identification
We propose a novel method that uses convolutional neural networks (CNNs)...
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01/22/2015
An Improved Feature Descriptor for Recognition of Handwritten Bangla Alphabet
Appropriate feature set for representation of pattern classes is one of ...
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01/22/2015
A GA Based approach for selection of local features for recognition of handwritten Bangla numerals
Soft computing approaches are mainly designed to address the real world ...
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01/22/2015
Design of a novel convex hull based feature set for recognition of isolated handwritten Roman numerals
In this paper, convex hull based features are used for recognition of is...
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01/22/2015
Handwritten Devanagari Script Segmentation: A non-linear Fuzzy Approach
The paper concentrates on improvement of segmentation accuracy by addres...
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10/02/2014
Recognition of Handwritten Bangla Basic Characters and Digits using Convex Hull based Feature Set
In dealing with the problem of recognition of handwritten character patt...
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03/05/2012
Handwritten Bangla Alphabet Recognition using an MLP Based Classifier
The work presented here involves the design of a Multi Layer Perceptron ...
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03/05/2012
An MLP based Approach for Recognition of Handwritten `Bangla' Numerals
The work presented here involves the design of a Multi Layer Perceptron ...
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03/01/2011
Automatic Detection of Ringworm using Local Binary Pattern (LBP)
In this paper we present a novel approach for automatic recognition of r...
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03/09/2010
A comparative study of different feature sets for recognition of handwritten Arabic numerals using a Multi Layer Perceptron
The work presents a comparative assessment of seven different feature se...
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03/09/2010
Handwritten Arabic Numeral Recognition using a Multi Layer Perceptron
Handwritten numeral recognition is in general a benchmark problem of Pat...
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03/02/2010
Binarizing Business Card Images for Mobile Devices
Business card images are of multiple natures as these often contain grap...
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03/02/2010
Text Region Extraction from Business Card Images for Mobile Devices
Designing a Business Card Reader (BCR) for mobile devices is a challenge...
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02/22/2010
