A Deep Learning-Based Intelligent Decision Support System for Hyperspectral Image Classification Using Manifold Batch Structure in Internet of Things (IoT).

[BibT_eX]

[DOI]

Monika Sharma

Mantosh Biswas

Wirel. Pers. Commun., 2022

KLT-CRKCN: Hyperspectral Image Classification via Karhunen Loeve Transformation and Collaborative Representation-Based K Closest Neighbor.

[BibT_eX]

[DOI]

Monika Sharma

Mantosh Biswas

Wirel. Pers. Commun., 2022

An Efficient Anchor-Free Universal Lesion Detection in Ct-Scans.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Handling Domain Shift for Lesion Detection via Semi-supervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022

2021

Classification of hyperspectral remote sensing image via rotation-invariant local binary pattern-based weighted generalized closest neighbor.

[BibT_eX]

[DOI]

Monika Sharma

Mantosh Biswas

J. Supercomput., 2021

Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN.

[BibT_eX]

[DOI]

Shubham Paliwal

Monika Sharma

Lovekesh Vig

Proceedings of the International Joint Conference on Neural Networks, 2021

Investigation on Fractional Order Controller Using Ball-and-Beam System.

[BibT_eX]

[DOI]

Monika Sharma

Bharat Singh Rajpurohit

Proceedings of the IECON 2021, 2021

Data-Efficient Training of High-Resolution Images in Medical Domain.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Development of Fractional Order Modeling of Voltage Source Converters.

[BibT_eX]

[DOI]

Monika Sharma

Bharat Singh Rajpurohit

Samar Agnihotri

Akshay Kumar Rathore

IEEE Access, 2020

CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays.

[BibT_eX]

[DOI]

Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

Meta-DermDiagnosis: Few-Shot Skin Disease Identification using Meta-Learning.

[BibT_eX]

[DOI]

Kushagra Mahajan

Monika Sharma

Lovekesh Vig

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Font-ProtoNet: Prototypical Network based Font Identification of Document Images in Low Data Regime.

[BibT_eX]

[DOI]

Nikita Goel

Monika Sharma

Lovekesh Vig

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

SEC-H5: Secure and efficient integration of settings of enhanced HTML5 XSS vector defensive framework on edge network of fog nodes.

[BibT_eX]

[DOI]

Shashank Gupta

Monika Sharma

Dhrub Kumar

Concurr. Comput. Pract. Exp., 2019

ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Automatic Information Extraction from Piping and Instrumentation Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

TableNet: Deep Learning Model for End-to-end Table Detection and Tabular Data Extraction from Scanned Document Images.

[BibT_eX]

[DOI]

Shubham Singh Paliwal

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Character Keypoint-Based Homography Estimation in Scanned Documents for Efficient Information Extraction.

[BibT_eX]

[DOI]

Kushagra Mahajan

Monika Sharma

Lovekesh Vig

Proceedings of the 8th International Workshop on Camera-Based Document Analysis and Recognition, 2019

2018

Data models for service failure prediction in supply-chain networks.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-user Detection in Wireless Networks Using Decision Feedback Signal Cancellation.

[BibT_eX]

[DOI]

Monika Sharma

Balwant Prajapat

Proceedings of the Data Science and Big Data Analytics, 2018

Automatic Chromosome Classification using Deep Attention Based Sequence Learning of Chromosome Bands.

[BibT_eX]

[DOI]

Monika Sharma

Swati

Lovekesh Vig

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Automatic Classification of Low-Resolution Chromosomal Images.

[BibT_eX]

[DOI]

Swati

Monika Sharma

Lovekesh Vig

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Service failure prediction in supply-chain networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Learning to Clean: A GAN Perspective.

[BibT_eX]

[DOI]

Monika Sharma

Abhishek Verma

Lovekesh Vig

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Deep Reader: Information Extraction from Document Images via Relation Extraction and Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017

Automatic texture defect detection using Gaussian mixture entropy modeling.

[BibT_eX]

[DOI]

Seba Susan

Monika Sharma

Neurocomputing, 2017

Pre-trained classifiers with One Shot Similarity for context aware face verification and identification.

[BibT_eX]

[DOI]

Monika Sharma

Ramya Hebbalaguppe

Lovekesh Vig

Proceedings of the IEEE International Conference on Identity, 2017

Information Extraction from Hand-Marked Industrial Inspection Sheets.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Camera-Based Document Analysis and Recognition, 2017

Siamese Networks for Chromosome Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Crowdsourcing for Chromosome Segmentation and Deep Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Long-Range Signaling in MutS and MSH Homologs via Switching of Dynamic Communication Pathways.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2016

An AR Inspection Framework: Feasibility Study with Multiple AR Devices.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

Automatic Container Code Recognition via Spatial Transformer Networks and Connected Component Region Proposals.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Histogram of gradient magnitudes: A rotation invariant texture-descriptor.

[BibT_eX]

[DOI]

Monika Sharma

Hiranmay Ghosh

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Unsupervised Geo-Demographic Classification of City-Area Using Multimodal Multimedia Data.

[BibT_eX]

[DOI]

Monika Sharma

Kiran Francis

Hiranmay Ghosh

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2013

A density based method for automatic hairstyle discovery and recognition.

[BibT_eX]

[DOI]

Proceedings of the Fourth National Conference on Computer Vision, 2013

2012

Road condition monitoring and alert application: Using in-vehicle Smartphone as Internet-connected sensor.

[BibT_eX]

[DOI]

Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

2010

Scope of cloud computing for SMEs in India

[BibT_eX]

[DOI]

CoRR, 2010

2009

Graph Theoretic Approach for Studying Correlated Motions in Biomolecules.

[BibT_eX]

[DOI]

Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Monika Sharma

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