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The NorthCap University School of Engineering & Technology: Gurugram, Haryana, IN

Employment
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Rekha Vig

Amity University: Kolkata, West Bengal, IN

2023-08-28 to present | Astt. Dean Academics (Academics)
Employment
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Rekha Vig

Works (50 of 59)

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Data Analytics and Machine Learning

Studies in Big Data
2024 | Journal article
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Lung Nodule Segmentation Using Machine Learning and Deep Learning Techniques

Studies in Big Data
2024 | Journal article
Contributors: Swati Chauhan; Nidhi Malik; Rekha Vig
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A convolution neural network with multi-level convolutional and attention learning for classification of cancer grades and tissue structures in colon histopathological images

Computers in Biology and Medicine
2022 | Journal article
Contributors: Dabass, Manju; Vashisth, Sharda; Vig, Rekha
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MTU: A multi-tasking U-net with hybrid convolutional learning and attention modules for cancer classification and gland Segmentation in Colon Histopathological Images

Computers in Biology and Medicine
2022 | Journal article
Contributors: Dabass, Manju; Vashisth, Sharda; Vig, Rekha
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Attention-Guided deep atrous-residual U-Net architecture for automated gland segmentation in colon histopathology images

Informatics in Medicine Unlocked
2021 | Journal article
Contributors: Manju Dabass; Sharda Vashisth; Rekha Vig
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Changes That Should Remain in Higher Education Post COVID-19: A Mixed-Methods Analysis of the Experiences at Three Universities

Higher Learning Research Communications
2021 | Journal article
Contributors: Águeda Benito; Kubra Dogan Yenisey; Kavita Khanna; Manuel Felipe Masis; Rosa Maria Monge; Mehmet Ali Tugtan; Luis Diego Vega Araya; Rekha Vig
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Formulation of probability-based pervasive information set features and Hanman transform classifier for the categorization of mammograms

SN Applied Sciences
2021 | Journal article
Contributors: Dabass, Jyoti; Hanmandlu, M.; Vig, Rekha
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Multi-class classification of mammograms with hesitancy based Hanman transform classifier on pervasive information set texture features

Informatics in Medicine Unlocked
2021 | Journal article
Contributors: Jyoti Dabass; M. Hanmandlu; Rekha Vig
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An asymmetric image encryption mechanism using QR decomposition in hybrid multi-resolution wavelet domain

Optics and Lasers in Engineering
2020 | Journal article
Contributors: Rakheja, Pankaj; Singh, Phool; Vig, Rekha
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An efficient text-independent speaker verification for short utterance data from Mobile devices

Multimedia Tools and Applications
2020 | Journal article
Contributors: Arora, Sanghamitra V.; Vig, Rekha
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Classification of digital mammograms using information set features and Hanman Transform based classifiers

Informatics in Medicine Unlocked
2020 | Journal article
Contributors: Jyoti Dabass; M. Hanmandlu; Rekha Vig
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Cryptosystem Based on Double Random Phase Encryption in Hybrid Transform Domain

Soft Computing: Theories and Applications. Proceedings of SoCTA. Advances in Intelligent Systems and Computing (AISC 1053)
2020 | Journal article
Contributors: Rakheja, P.; Vig, R.; Singh, P.
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Double image encryption scheme for iris template protection using 3D Lorenz system and modified equal modulus decomposition in hybrid transform domain

Journal of Modern Optics
2020 | Journal article
Contributors: Rakheja, Pankaj; Singh, Phool; Vig, Rekha; Kumar, Ravi
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Double image encryption using 3D Lorenz chaotic system, 2D non-separable linear canonical transform and QR decomposition

Optical and Quantum Electronics
2020 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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Effect Analysis of Contrast Enhancement Techniques on Cancer Classification in Colon Histopathology Images Using Machine Learning

Communications in Computer and Information Science
2020 | Journal article
Contributors: Manju Dabass; Sharda Vashisth; Rekha Vig
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Segmentation of Breast Density Using K-Means Clustering Algorithm

Communications in Computer and Information Science
2020 | Journal article
Contributors: Jyoti Dabass; Madasu Hanmandlu; Rekha Vig
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A Hybrid Multiresolution Wavelet Transform Based Encryption Scheme

AIP Conference Proceedings
2019 | Conference paper
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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Acoustic Methodologies for Classifying Gender and Emotions using Machine Learning Algorithms

Proceedings - 2019 Amity International Conference on Artificial Intelligence, AICAI 2019
2019 | Conference paper
EID:

2-s2.0-85065624390

Contributors: Aggarwal, G.; Vig, R.
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Rekha Vig via Scopus - Elsevier

An asymmetric hybrid cryptosystem using equal modulus and random decomposition in hybrid transform domain

Optical and Quantum Electronics
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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An asymmetric hybrid cryptosystem using hyperchaotic system and random decomposition in hybrid multi resolution wavelet domain

Multimedia Tools and Applications
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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An asymmetric watermarking scheme based on random decomposition in hybrid multi-resolution wavelet domain using 3D Lorenz chaotic system

Optik - International Journal for Light and Electron Optics
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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An iris biometric protection scheme using 4D hyperchaotic system and modified equal modulus decomposition in hybrid multi resolution wavelet domain

Optical and Quantum Electronics
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool; Kumar, Ravi
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Applications of type II fuzzy sets—a mathematical review on breast cancer imaging modalities

Communication and Computing Systems- Proceedings of the 2nd International Conference on Communication and Computing systems, ICCCS 2018
2019 | Conference paper
EID:

2-s2.0-85066884135

Contributors: Dabass, J.; Vig, R.; Arora, S.
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Rekha Vig via Scopus - Elsevier

Asymmetric hybrid encryption scheme based on modified equal modulus decomposition in hybrid multi-resolution wavelet domain

Journal of Modern Optics
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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Characterization of solar panels received from manufacturers in real field conditions using labVIEW

Communication and Computing Systems- Proceedings of the 2nd International Conference on Communication and Computing systems, ICCCS 2018
2019 | Conference paper
EID:

2-s2.0-85091666019

Contributors: Aggarwal, A.; Kumar, M.; Vig, R.
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Rekha Vig via Scopus - Elsevier

Detection and Correction of Head Motion and Physiological Artifacts in BOLD fMRI: <i>A Study</i>

International Conference on Cloud Computing, Data Science & Engineering (Confluence)
2019 | Conference paper
Contributors: Gupta, Sanskriti; Vig, Rekha
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Five-grade cancer classification of colon histology images via deep learning

Communication and Computing Systems- Proceedings of the 2nd International Conference on Communication and Computing systems, ICCCS 2018
2019 | Conference paper
EID:

2-s2.0-85085568051

Contributors: Dabass, M.; Vig, R.; Vashisth, S.
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Rekha Vig via Scopus - Elsevier

Lossy color image compression technique using reduced bit plane-quaternion SVD

Proceedings of the 9th International Conference On Cloud Computing, Data Science and Engineering, Confluence 2019
2019 | Conference paper
EID:

2-s2.0-85070590655

Contributors: Dabass, M.; Vashisth, S.; Vig, R.
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Rekha Vig via Scopus - Elsevier

Machine Learning Models for Depression Patient Classification Using fMRI: A Study

Lecture Notes in Computer Science
2019 | Journal article
Contributors: Gupta, Sanskriti; Vig, Rekha
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Mammogram Image Enhancement Using Entropy and CLAHE Based Intuitionistic Fuzzy Method

International Conference on Signal Processing and Integrated Networks (SPIN)
2019 | Conference paper
Contributors: Dabass, Jyoti; Arora, Shaveta; Vig, Rekha; Hanmandlu, Madasu
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Monitoring and management using iot sensing with cloud based processing

Communication and Computing Systems- Proceedings of the 2nd International Conference on Communication and Computing systems, ICCCS 2018
2019 | Conference paper
EID:

2-s2.0-85091631051

Contributors: Arora, A.; Aggarwal, A.; Vig, R.
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Rekha Vig via Scopus - Elsevier

Optical asymmetric watermarking using 4D hyperchaotic system and modified equal modulus decomposition in hybrid multi resolution wavelet domain

Optik - International Journal for Light and Electron Optics
2019 | Journal article
Contributors: Rakheja, Pankaj; Vig, Rekha; Singh, Phool
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Review of Classification Techniques using Deep Learning for Colorectal Cancer Imaging Modalities

International Conference on Signal Processing and Integrated Networks (SPIN)
2019 | Conference paper
Contributors: Dabass, Manju; Vashisth, Sharda; Vig, Rekha
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Segmentation techniques for breast cancer imaging modalities- A review

Proceedings of the 9th International Conference On Cloud Computing, Data Science and Engineering, Confluence 2019
2019 | Conference paper
EID:

2-s2.0-85066900118

Contributors: Dabass, J.; Arora, S.; Vig, R.; Hanmandlu, M.
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Rekha Vig via Scopus - Elsevier

Segmentation Techniques for Breast Cancer Imaging Modalities- A Review

International Conference on Cloud Computing, Data Science & Engineering (Confluence)
2019 | Conference paper
Contributors: Dabass, Jyoti; Arora, Shaveta; Vig, Rekha; Hanmandlu, Madasu
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Applications of Advanced Fuzzy Set in Medical Image Analysis: A Review

International Conference on Computing Communication and Automation (ICCCA)
2018 | Conference paper
Contributors: Dabass, J.; Vig, R.; Hanmandlu, M.; Arora, S.
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Biomedical Image Enhancement Using Different Techniques - A Comparative Study

Communications in Computer and Information Science
2018 | Journal article
Contributors: Dabass, Jyoti; Vig, Rekha
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Effectiveness of Region Growing Based Segmentation Technique for Various Medical Images - A Study

Communications in Computer and Information Science
2018 | Journal article
Contributors: Dabass, Manju; Vashisth, Sharda; Vig, Rekha
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Face Recognition Using Multiresolution Hybrid Kekre-DCT Wavelet Transform Features with Multiclass ECOC Framework

Procedia Computer Science
2018 | Journal article
Contributors: Choudhary, A.; Vig, R.
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Multi-modal hand-based biometric system using energy compaction of various transforms and wavelets

2017 International Conference on Computing and Communication Technologies for Smart Nation, IC3TSN 2017
2018 | Conference paper
EID:

2-s2.0-85050335017

Contributors: Vig, R.; Iyer, N.; Arora, T.
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Rekha Vig via Scopus - Elsevier

Review of Histopathological Image Segmentation via current Deep Learning Approaches

International Conference on Computing Communication and Automation (ICCCA)
2018 | Conference paper
Contributors: Dabass, M.; Vig, R.; Vashisth, S.
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Short utterance based speaker identification system for resource constrained devices

International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE)
2018 | Conference paper
Contributors: Arora, S.V.; Vig, R.
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Speech Compression using Multi-Resolution Hybrid Wavelet using DCT and Walsh Transforms

Procedia Computer Science
2018 | Journal article
Contributors: Vig, R.; Chauhan, S.S.
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Face recognition using multiresolution wavelet combining discrete cosine transform and Walsh transform

ICBEA International Conference on Biometrics Engineering and Application
2017 | Conference paper
Contributors: Alpa Choudhary; Rekha Vig
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Multi-modal Hand-based. Biometric System using Energy Compaction of Various Transforms and Wavelets

INTERNATIONAL CONFERENCE ON COMPUTING AND COMMUNICATION TECHNOLOGIES FOR SMART NATION (IC3TSN)
2017 | Conference paper
Contributors: Vig, Rekha; Iyer, Navika; Arora, Twinkle
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Soft computing, intelligent system, machine vision and artificial neural network

Communication and Computing Systems
2017 | Conference paper
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Analyzing HTTP traffic patterns for monitoring and analyzing user behavior

Indian Journal of Science and Technology
2016 | Journal article
Contributors: Mahajan, S.; Yadav, S.
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Comparison of Speech Intelligibility Parameter in Cochlear Implants by Spatial Filtering and Coherence Function methods

International Conference on Micro-Electronics and Telecommunication Engineering (ICMETE)
2016 | Conference paper
Contributors: Arora, Sanghamitra V.; Vig, Rekha
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Mobile Biometrics Using Face Recognition

The International Conference on Communication and Computing Systems (ICCCS-)
2016 | Conference paper
Contributors: Alpa Choudhary; Rekha Vig
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A new multi-resolution hybrid wavelet for analysis and image compression

International Journal of Electronics
2015 | Journal article
Contributors: Kekre, Hemant B.; Sarode, Tanuja K.; Vig, Rekha
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Peer review (2 reviews for 2 publications/grants)

Review activity for Healthcare analytics. (1)
Review activity for Informatics in medicine unlocked. (1)