Clik here to view.
SynCGAN: Using learnable class specific priors to generate synthetic data for...
Soumyajyoti Dey, Soham Das, Swarnendu Ghosh, Shyamali Mitra, Sukanta Chakrabarty, Nibaran Das: SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier...
View ArticleClik here to view.
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to...
Somenath Kuiry, Nibaran Das, Alaka Das, Mita Nasipuri: EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation. CoRR abs/2003.05710 (2020)
View ArticleClik here to view.
Identification of Malignancy from Cytological Images Based on Superpixel and...
Shyamali Mitra, Soumyajyoti Dey, Nibaran Das, Sukanta Chakrabarty, Mita Nasipuri, Mrinal Kanti Naskar: Identification of Malignancy from Cytological Images Based on Superpixel and Convolutional Neural...
View ArticleClik here to view.
Deep Learning for Word-Level Handwritten Indic Script Identification.
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das: Deep Learning for Word-Level Handwritten Indic Script Identification. RTIP2R (1) 2020: 499-510
View ArticleClik here to view.
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping.
Hmrishav Bandyopadhyay, Tanmoy Dasgupta, Nibaran Das, Mita Nasipuri: A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping. ICPR 2020: 10548-10554
View ArticleClik here to view.
Improved Skin Disease Classification Using Generative Adversarial Network.
Bisakh Mondal, Nibaran Das, KC Santosh, Mita Nasipuri: Improved Skin Disease Classification Using Generative Adversarial Network. CBMS 2020: 520-525
View ArticleClik here to view.
Multi scale mirror connection based encoder decoder network for text...
Kalpita Dutta, Malyaban Bal, Arpita Basak, Swarnendu Ghosh, Nibaran Das, Mahantapas Kundu, Mita Nasipuri: Multi scale mirror connection based encoder decoder network for text localization. Pattern...
View ArticleClik here to view.
Improved word-level handwritten Indic script identification by integrating...
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das: Improved word-level handwritten Indic script identification by integrating small convolutional neural networks....
View ArticleClik here to view.
DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character...
Riya Guha, Nibaran Das, Mahantapas Kundu, Mita Nasipuri, KC Santosh: DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition. Int. J. Pattern Recognit. Artif. Intell....
View ArticleClik here to view.
Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for...
Rohit Kundu, Hritam Basak, Akhil Koilada, Soham Chattopadhyay, Sukanta Chakraborty, Nibaran Das: Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image...
View ArticleClik here to view.
A distillation based approach for the diagnosis of diseases.
Hmrishav Bandyopadhyay, Shuvayan Ghosh Dastidar, Bisakh Mondal, Biplab Banerjee, Nibaran Das: A distillation based approach for the diagnosis of diseases. CoRR abs/2108.03470 (2021)
View ArticleClik here to view.
Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features...
Hritam Basak, Rohit Kundu, Sukanta Chakraborty, Nibaran Das: Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection. CoRR abs/2106.04919 (2021)
View ArticleClik here to view.
GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits.
Bodhisatwa Mandal, Swarnendu Ghosh, Teresa Gonçalves, Paulo Quaresma, Mita Nasipuri, Nibaran Das: GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits. CoRR abs/2104.11620 (2021)
View ArticleClik here to view.
Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script...
Shuvayan Ghosh Dastidar, Kalpita Dutta, Nibaran Das, Mahantapas Kundu, Mita Nasipuri: Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script identification. CoRR abs/2102.10335 (2021)
View ArticleClik here to view.
Multispectral Object Detection with Deep Learning.
Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das: Multispectral Object Detection with Deep Learning. CoRR abs/2102.03115 (2021)
View ArticleClik here to view.
RectiNet-v2: A stacked network architecture for document image dewarping.
Hmrishav Bandyopadhyay, Tanmoy Dasgupta, Nibaran Das, Mita Nasipuri: RectiNet-v2: A stacked network architecture for document image dewarping. CoRR abs/2102.01120 (2021)
View ArticleClik here to view.
PHDIndic_11: page-level handwritten document image dataset of 11 official...
Sk Md Obaidullah, Chayan Halder, KC Santosh, Nibaran Das, Kaushik Roy: PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts.
View ArticleClik here to view.
Script Identification in Natural Scene Text Images by Learning Local and...
Kalpita Dutta, Shuvayan Ghosh Dastidar, Nibaran Das, Mahantapas Kundu, Mita Nasipuri: Script Identification in Natural Scene Text Images by Learning Local and Global Features on Inception Net. CVIP (1)...
View ArticleClik here to view.
Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition...
Bisakh Mondal, Shuvayan Ghosh Dastidar, Nibaran Das: Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech Using Deep Learning. CVIP (1) 2021: 10-20
View ArticleClik here to view.
Classification of Colorectal Cancer Histology Images Using Image...
Tanmoy Sarkar, Animesh Hazra, Nibaran Das: Classification of Colorectal Cancer Histology Images Using Image Reconstruction and Modified DenseNet. CICBA 2021: 259-271
View ArticleClik here to view.
Exploring Knowledge Distillation of a Deep Neural Network for Multi-script...
Shuvayan Ghosh Dastidar, Kalpita Dutta, Nibaran Das, Mahantapas Kundu, Mita Nasipuri: Exploring Knowledge Distillation of a Deep Neural Network for Multi-script Identification. CICBA 2021: 150-162
View ArticleClik here to view.
Multispectral Object Detection with Deep Learning.
Md. Osman Gani, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das: Multispectral Object Detection with Deep Learning. CICBA 2021: 105-117
View ArticleClik here to view.
Cervical Cytology Classification Using PCA and GWO Enhanced Deep Features...
Hritam Basak, Rohit Kundu, Sukanta Chakraborty, Nibaran Das: Cervical Cytology Classification Using PCA and GWO Enhanced Deep Features Selection. SN Comput. Sci. 2(5): 369 (2021)
View ArticleClik here to view.
Two-phase Dynamic Routing for Micro and Macro-level Equivariance in...
Bodhisatwa Mandal, Ritesh Sarkhel, Swarnendu Ghosh, Nibaran Das, Mita Nasipuri: Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks. Pattern Recognit. 109:...
View ArticleClik here to view.
LWSINet: A deep learning-based approach towards video script identification.
Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy: LWSINet: A deep learning-based approach towards video script identification. Multim. Tools Appl. 80(19):...
View ArticleClik here to view.
JU-VNT: a multi-spectral dataset of indoor object recognition using visible,...
Swarnendu Ghosh, Nibaran Das, Priyam Sarkar, Mita Nasipuri: JU-VNT: a multi-spectral dataset of indoor object recognition using visible, near-infrared and thermal spectrum. Multim. Tools Appl. 80(12):...
View ArticleClik here to view.
Survey of Human Gait Analysis and Recognition for Medical and Forensic...
Shantanu Jana, Nibaran Das, Subhadip Basu, Mita Nasipuri: Survey of Human Gait Analysis and Recognition for Medical and Forensic Applications. Int. J. Digit. Crime Forensics 13(6): 1-20 (2021)
View ArticleClik here to view.
Variational Augmentation for Enhancing Historical Document Image Binarization.
Avirup Dey, Nibaran Das, Mita Nasipuri: Variational Augmentation for Enhancing Historical Document Image Binarization. CoRR abs/2211.06581 (2022)
View ArticleClik here to view.
A Deep Learning-Powered Voice-Enabled Math Tutor for Kids.
Arnab Banerjee, Srijoy Paul, Tisu Priya, Anamika Rohit, Nibaran Das: A Deep Learning-Powered Voice-Enabled Math Tutor for Kids. RTIP2R 2022: 406-417
View ArticleClik here to view.
Semi-supervised Multi-domain Learning for Medical Image Classification.
Ruchika Chavhan, Biplab Banerjee, Nibaran Das: Semi-supervised Multi-domain Learning for Medical Image Classification. RTIP2R 2022: 22-33
View ArticleClik here to view.
Variational Augmentation for Enhancing Historical Document Image Binarization✱.
Avirup Dey, Mita Nasipuri, Nibaran Das: Variational Augmentation for Enhancing Historical Document Image Binarization✱. ICVGIP 2022: 40:1-40:7
View ArticleClik here to view.
Ensemble Framework for Unsupervised Cervical Cell Segmentation.
Agnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, KC Santosh, Nibaran Das: Ensemble Framework for Unsupervised Cervical Cell Segmentation. CBMS 2022: 345-350
View ArticleClik here to view.
Weber local descriptor for image analysis and recognition: a survey.
Arnab Banerjee, Nibaran Das, KC Santosh: Weber local descriptor for image analysis and recognition: a survey. Vis. Comput. 38(1): 321-343 (2022)
View ArticleClik here to view.
RectiNet-v2: A stacked network architecture for document image dewarping.
Hmrishav Bandyopadhyay, Tanmoy Dasgupta, Nibaran Das, Mita Nasipuri: RectiNet-v2: A stacked network architecture for document image dewarping. Pattern Recognit. Lett. 155: 41-47 (2022)
View ArticleClik here to view.
Deep Learning-Based Outdoor Object Detection Using Visible and Near-Infrared...
Shubhadeep Bhowmick, Somenath Kuiry, Alaka Das, Nibaran Das, Mita Nasipuri: Deep Learning-Based Outdoor Object Detection Using Visible and Near-Infrared Spectrum. Multim. Tools Appl. 81(7): 9385-9402...
View ArticleClik here to view.
Closed-set speaker identification using VQ and GMM based models.
Bidhan Barai, Tapas Chakraborty, Nibaran Das, Subhadip Basu, Mita Nasipuri: Closed-set speaker identification using VQ and GMM based models. Int. J. Speech Technol. 25(1): 173-196 (2022)
View ArticleClik here to view.
Cytology Image Analysis Techniques Toward Automation: Systematically Revisited.
Shyamali Mitra, Nibaran Das, Soumyajyoti Dey, Sukanta Chakraborty, Mita Nasipuri, Mrinal Kanti Naskar: Cytology Image Analysis Techniques Toward Automation: Systematically Revisited. ACM Comput. Surv....
View ArticleClik here to view.
Carp-DCAE: Deep convolutional autoencoder for carp fish classification.
Arnab Banerjee, Arijit Das, Samarendra Behra, Debotosh Bhattacharjee, Nagesh Talagunda Srinivasan, Mita Nasipuri, Nibaran Das: Carp-DCAE: Deep convolutional autoencoder for carp fish classification....
View ArticleClik here to view.
ULGss: A Strategy to construct a Library of Universal Logic Gates for...
Aadarsh G. Goenka, Shyamali Mitra, Mrinal K. Naskar, Nibaran Das: ULGss: A Strategy to construct a Library of Universal Logic Gates for N-variable Boolean Logic beyond NAND and NOR. CoRR abs/2308.11395...
View ArticleClik here to view.
Cervical cancerous cell classification: opposition-based harmony search for...
Nibaran Das, Bodhisatwa Mandal, KC Santosh, Linlin Shen, Sukanta Chakraborty: Cervical cancerous cell classification: opposition-based harmony search for deep feature selection. Int. J. Mach. Learn....
View ArticleClik here to view.
An empirical study on analysis window functions for text-independent speaker...
Bidhan Barai, Nibaran Das, Subhadip Basu, Mita Nasipuri: An empirical study on analysis window functions for text-independent speaker recognition. Int. J. Speech Technol. 26(1): 211-220 (2023)
View ArticleClik here to view.
A survey on different feature extraction methods for writer identification...
Jaya Paul, Kalpita Dutta, Anasua Sarkar, Nibaran Das, Kaushik Roy: A survey on different feature extraction methods for writer identification and verification. Int. J. Appl. Pattern Recognit. 7(2):...
View ArticleClik here to view.
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs...
Swarnendu Ghosh, Teresa Gonçalves, Nibaran Das: Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies. Future Internet 15(2): 70 (2023)
View ArticleClik here to view.
GC-EnC: A Copula based ensemble of CNNs for malignancy identification in...
Soumyajyoti Dey, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, Mita Nasipuri, Nibaran Das: GC-EnC: A Copula based ensemble of CNNs for malignancy identification in breast histopathology and...
View ArticleClik here to view.
Skin Diseases Detection Using LBP and WLD: An Ensembling Approach.
Arnab Banerjee, Somenath Sarkar, Mita Nasipuri, Nibaran Das: Skin Diseases Detection Using LBP and WLD: An Ensembling Approach. SN Comput. Sci. 5(1): 72 (2024)
View ArticleCould We Generate Cytology Images from Histopathology Images? An Empirical...
Soumyajyoti Dey, Sukanta Chakraborty, Utso Guha Roy, Nibaran Das: Could We Generate Cytology Images from Histopathology Images? An Empirical Study. CoRR abs/2403.10885 (2024)
View ArticleFuzzy Rank-based Late Fusion Technique for Cytology image Segmentation.
Soumyajyoti Dey, Sukanta Chakraborty, Utso Guha Roy, Nibaran Das: Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation. CoRR abs/2403.10884 (2024)
View ArticleRegularizing CNNs using Confusion Penalty Based Label Smoothing for...
Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das: Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images. CoRR abs/2403.10881 (2024)
View ArticleCOVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention...
Anay Panja, Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das: COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss. CoRR...
View ArticleMAuD: a multivariate audio database of samples collected from benchmark...
Tapas Chakraborty, Rudrajit Bhattacharyya, Nibaran Das, Subhadip Basu, Mita Nasipuri: MAuD: a multivariate audio database of samples collected from benchmark conferencing platforms. Multim. Tools Appl....
View Article
