Swarnendu Ghosh

According to our database, Swarnendu Ghosh authored at least 24 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Digital Twins in Healthcare: A forefront for knowledge representation techniques.

Swarnendu Ghosh

Proceedings of the 2nd Symposium on NLP for Social Good (NSG 2024), 2024

MADS: A Multi-modal Academic Document Segmentation Dataset for Smart Question Bank Management.

Utathya Aich, Swarnendu Ghosh, Tulika Saha

Proceedings of the 2nd Symposium on NLP for Social Good (NSG 2024), 2024

2023

Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies.

Swarnendu Ghosh, Teresa Gonçalves, Nibaran Das

Future Internet, February, 2023

2021

Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks.

Bodhisatwa Mandal, Ritesh Sarkhel, Swarnendu Ghosh, Nibaran Das, Mita Nasipuri

Pattern Recognit., 2021

JU-VNT: a multi-spectral dataset of indoor object recognition using visible, near-infrared and thermal spectrum.

Swarnendu Ghosh, Nibaran Das, Priyam Sarkar, Mita Nasipuri

Multim. Tools Appl., 2021

GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits.

Bodhisatwa Mandal, Swarnendu Ghosh, Teresa Gonçalves, Paulo Quaresma, Mita Nasipuri, Nibaran Das

CoRR, 2021

2020

Multi scale mirror connection based encoder decoder network for text localization.

Kalpita Dutta, Malyaban Bal, Arpita Basak, Swarnendu Ghosh, Nibaran Das, Mahantapas Kundu, Mita Nasipuri

Pattern Recognit. Lett., 2020

Improved word-level handwritten Indic script identification by integrating small convolutional neural networks.

Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das

Neural Comput. Appl., 2020

SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images.

Soumyajyoti Dey, Soham Das, Swarnendu Ghosh, Shyamali Mitra, Sukanta Chakrabarty, Nibaran Das

CoRR, 2020

Deep Learning for Word-Level Handwritten Indic Script Identification.

Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

2019

Reshaping inputs for convolutional neural network: Some common and uncommon methods.

Swarnendu Ghosh, Nibaran Das, Mita Nasipuri

Pattern Recognit., 2019

SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving.

Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, KC Santosh, Nibaran Das, Mita Nasipuri

Int. J. Mach. Learn. Cybern., 2019

Understanding Deep Learning Techniques for Image Segmentation.

Swarnendu Ghosh, Nibaran Das, Ishita Das, Ujjwal Maulik

ACM Comput. Surv., 2019

Using dynamic routing to extract intermediate features for developing scalable capsule networks.

Bodhisatwa Mandal, Swarnendu Ghosh, Ritesh Sarkhel, Nibaran Das, Mita Nasipuri

CoRR, 2019

Handwritten Indic Character Recognition using Capsule Networks.

Bodhisatwa Mandal, Suvam Dubey, Swarnendu Ghosh, Ritesh Sarkhel, Nibaran Das

CoRR, 2019

GSD-Net: Compact Network for Pixel-Level Graphical Symbol Detection.

Swarnendu Ghosh, Prasenjit Shaw, Nibaran Das, KC Santosh

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018

The journey of graph kernels through two decades.

Swarnendu Ghosh, Nibaran Das, Teresa Gonçalves, Paulo Quaresma, Mahantapas Kundu

Comput. Sci. Rev., 2018

Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling.

Aritra Das, Swarnendu Ghosh, Ritesh Sarkhel, Sandipan Choudhuri, Nibaran Das, Mita Nasipuri

CoRR, 2018

SegFast: A Faster SqueezeNet based Semantic Image Segmentation Technique using Depth-wise Separable Convolutions.

Anisha Pal, Shourya Jaiswal, Swarnendu Ghosh, Nibaran Das, Mita Nasipuri

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

2016

Representing image captions as concept graphs using semantic information.

Swarnendu Ghosh, Nibaran Das, Teresa Gonçalves, Paulo Quaresma

Proceedings of the 2016 International Conference on Advances in Computing, 2016

A multi-cue information based approach to contour detection by utilizing superpixel segmentation.

Sandipan Choudhuri, Nibaran Das, Swarnendu Ghosh, Mita Nasipuri

Proceedings of the 2016 International Conference on Advances in Computing, 2016

2014

Comparison of Different Graph Distance Metrics for Semantic Text Based Classification.

Nibaran Das, Swarnendu Ghosh, Teresa Gonçalves, Paulo Quaresma

Polibits, 2014

Using Graphs and Semantic Information to Improve Text Classifiers.

Nibaran Das, Swarnendu Ghosh, Teresa Gonçalves, Paulo Quaresma

Proceedings of the Advances in Natural Language Processing, 2014

JU-Evora: A Graph Based Cross-Level Semantic Similarity Analysis using Discourse Information.

Swarnendu Ghosh, Nibaran Das, Teresa Gonçalves, Paulo Quaresma

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014