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Swarnendu Ghosh
Swarnendu Ghosh
Asst.HOD(CSE-AIML), IEDC(CSE) Coordinator, Head of CEDS, IEM Kolkata
Geverifieerd e-mailadres voor iem.edu.in
Titel
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Jaar
Understanding deep learning techniques for image segmentation
S Ghosh, N Das, I Das, U Maulik
ACM Computing Surveys(CSUR) 52 (4), 2019
4072019
The journey of graph kernels through two decades
S Ghosh, N Das, T Gonçalves, P Quaresma, M Kundu
Computer Science Review 27, 88-111, 2018
942018
Reshaping inputs for convolutional neural network: Some common and uncommon methods
S Ghosh, N Das, M Nasipuri
Pattern Recognition 93, 79-94, 2019
622019
Improved word-level handwritten indic script identification by integrating small convolutional neural networks
S Ukil, S Ghosh, SM Obaidullah, KC Santosh, K Roy, N Das
Neural Computing and Applications 32, 2829-2844, 2020
452020
SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving
S Ghosh, A Pal, S Jaiswal, KC Santosh, N Das, M Nasipuri
International Journal of Machine Learning and Cybernetics, 1-10, 2019
382019
Deep learning for word-level handwritten Indic script identification
S Ukil, S Ghosh, SM Obaidullah, KC Santosh, K Roy, N Das
The 3rd International Conference on Recent Trends in Image Processing …, 2020
352020
Deep learning models for medical imaging
KC Santosh, N Das, S Ghosh
Academic Press, 2021
332021
Handwritten indic character recognition using capsule networks
B Mandal, S Dubey, S Ghosh, R Sarkhel, N Das
2018 IEEE Applied Signal Processing Conference (ASPCON), 304-308, 2018
292018
Comparison of different graph distance metrics for semantic text based classification
N Das, S Ghosh, T Gonçalves, P Quaresma
Polibits, 51-58, 2014
232014
SegFast : A Faster SqueezeNet based Semantic Image Segmentation Technique using Depth-wise Separable Convolutions
A Pal, S Jaiswal, S Ghosh, N Das, M Nasipuri
11th Indian Conference on Computer Vision, Graphics and Image Processing …, 2018
202018
Deep learning: a review
K Santosh, N Das, S Ghosh
Deep Learning Models for Medical Imaging, 29-63, 2022
182022
Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks
B Mandal, R Sarkhel, S Ghosh, N Das, M Nasipuri
Pattern Recognition 109, 107595, 2020
122020
Combining multilevel contexts of superpixel using convolutional neural networks to perform natural scene labeling
A Das, S Ghosh, R Sarkhel, S Choudhuri, N Das, M Nasipuri
Recent Developments in Machine Learning and Data Analytics: IC3 2018, 297-306, 2019
112019
Using dynamic routing to extract intermediate features for developing scalable capsule networks
B Mandal, S Ghosh, R Sarkhel, N Das, M Nasipuri
Second International Conference on Advanced Computational and Communication …, 2019
102019
Using thermal intensities to build conditional random fields for object segmentation at night
A Dutta, B Mandal, S Ghosh, N Das
4th International Conference on Computational Intelligence and Networks …, 2020
92020
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classier performance on cytological images
S Dey, S Das, S Ghosh, S Mitra, S Chakrabarty, N Das
7th National Conference on Computer Vision, Pattern Recognition, Image …, 2019
92019
Using graphs and semantic information to improve text classifiers
N Das, S Ghosh, T Gonçalves, P Quaresma
Advances in Natural Language Processing: 9th International Conference on NLP …, 2014
82014
GSD-Net: Compact Network for Pixel-level Graphical Symbol Detection
S Ghosh, P Shaw, N Das, KC Santosh
13th IAPR International Workshop on Graphics Recognition (GREC 2019), 2019
72019
Multi scale mirror connection based encoder decoder network for text localization
K Dutta, M Bal, A Basak, S Ghosh, N Das, M Kundu, M Nasipuri
Pattern Recognition Letters 135, 64-71, 2020
62020
Representing image captions as concept graphs using semantic information
S Ghosh, N Das, T Gonçalves, P Quaresma
2016 International Conference on Advances in Computing, Communications and …, 2016
52016
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Artikelen 1–20