Deep Gupta

39 papers C 2Misc 1Journal 27Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images.
CoRR
Ajinkya Deshpande, Deep Gupta, Ankit Bhurane, Nisha Meshram, Sneha Singh, Petia Radeva
2023 J jnl
A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention.
CoRR
Payal Wankhede, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2023 — ed.
Computer Vision and Image Processing - 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part I
CVIP (1)
Deep Gupta, Kishor M. Bhurchandi, Subrahmanyam Murala, Balasubramanian Raman, Sanjeev Kumar
2023 — ed.
Computer Vision and Image Processing - 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part II
CVIP (2)
Deep Gupta, Kishor M. Bhurchandi, Subrahmanyam Murala, Balasubramanian Raman, Sanjeev Kumar
2023 J jnl
Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder.
CoRR
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2023 J jnl
Multimodal image sensor fusion in a cascaded framework using optimized dual channel pulse coupled neural network.
J. Ambient Intell. Humaniz. Comput.
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2023 C conf
Vision Outlooker-Based Hierarchical Food Classification.
TENCON
Pranav Kathar, Rajshree Khandare, Manisha Das, Deep Gupta, Sneha Singh
2022 J jnl
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study.
Comput. Biol. Medicine
Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Jasjit S. Suri
2022 — conf
Combining Deep-Learned and Hand-Crafted Features for Segmentation, Classification and Counting of Colon Nuclei in H &E Stained Histology Images.
CVIP (2)
Pranay Dumbhare, Yash Dubey, Vedant Phuse, Ankush Jamthikar, Himanshu Padole, Deep Gupta
2022 J jnl
Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound.
IEEE Trans. Instrum. Meas.
Ankush D. Jamthikar, Deep Gupta, Laura E. Mantella, Luca Saba, Amer M. Johri, Jasjit S. Suri
2022 — conf
Integrated Hierarchical and Flat Classifiers for Food Image Classification using Epistemic Uncertainty.
SPCOM
Vishwesh Pillai, Pranav Mehar, Manisha Das, Deep Gupta, Petia Radeva
2022 J jnl
Optimized Multimodal Neurological Image Fusion Based on Low-Rank Texture Prior Decomposition and Super-Pixel Segmentation.
IEEE Trans. Instrum. Meas.
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2022 — conf
STPGANsFusion: Structure and Texture Preserving Generative Adversarial Networks for Multi-modal Medical Image Fusion.
NCC
Dhruvi Shah, Hareshwar Wani, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2022 J jnl
Saliency Detection Using a Bio-inspired Spiking Neural Network Driven by Local and Global Saliency.
Appl. Artif. Intell.
Bhagyashree V. Lad, Manisha Das, Mohammad Farukh Hashmi, Avinash G. Keskar, Deep Gupta
2022 — conf
Video Colorization Using Modified Autoencoder Generative Adversarial Networks.
CVIP (1)
Rishesh Agarwal, Manisha Das, Deep Gupta, Petia Radeva
2021 — conf
Deep and Bio-Inspired Spiking Neural Networks Based Optimized Multi-modal Neurological Image Fusion Model.
PReMI
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2021 J jnl
Detail Enhanced Feature-Level Medical Image Fusion in Decorrelating Decomposition Domain.
IEEE Trans. Instrum. Meas.
Sneha Singh, Deep Gupta
2021 J jnl
Multi-scale decomposition-based CT-MR neurological image fusion using optimized bio-inspired spiking neural model with meta-heuristic optimization.
Int. J. Imaging Syst. Technol.
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2021 J jnl
Multistage multimodal medical image fusion model using feature-adaptive pulse coupled neural network.
Int. J. Imaging Syst. Technol.
Sneha Singh, Deep Gupta
2021 J jnl
Optimized CT-MR neurological image fusion framework using biologically inspired spiking neural model in hybrid ℓ
Biomed. Signal Process. Control.
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2020 J jnl
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound.
Comput. Biol. Medicine
Ankush D. Jamthikar, Deep Gupta, Luca Saba, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Naveed Sattar, Amer M. Johri, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Vijay Viswanathan, Aditya M. Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri
2020 J jnl
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort.
J. Medical Syst.
Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Raghu Kolluri, Aditya M. Sharma, Vijay Viswanathan, Andrew Nicolaides, Jasjit S. Suri
2020 J jnl
NSST domain CT-MR neurological image fusion using optimised biologically inspired neural network.
IET Image Process.
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
2019 — conf
CNN and RF Based Classification of Brain Tumors in MR Neurological Images.
CVIP (1)
Vishlavath Saraswathi, Ankush D. Jamthikar, Deep Gupta
2019 Misc conf
Classification of Brain Tumor using PCA-RF in MR Neurological Images.
COMSNETS
Vishlavath Saraswathi, Deep Gupta
2019 J jnl
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0.
Medical Biol. Eng. Comput.
Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Tadashi Araki, Matteo Piga, Luca Saba, Carlo Carcassi, Andrew Nicolaides, John R. Laird, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
2019 J jnl
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study.
Comput. Biol. Medicine
Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Andrew Nicolaides, Tadashi Araki, Luca Saba, Elisa Cuadrado Godia, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Vijay Viswanathan, Jasjit S. Suri
2019 J jnl
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach.
Comput. Biol. Medicine
Elisa Cuadrado Godia, Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna, Tadashi Araki, Md. Maniruzzaman, Luca Saba, Andrew Nicolaides, Aditya Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
2018 J jnl
CT and MR image information fusion scheme using a cascaded framework in ripplet and NSST domain.
IET Image Process.
Sneha Singh, Radhey Shyam Anand, Deep Gupta
2018 C conf
Nonsubsampled Contourlet Domain Fusion Approach for Infrared and Visible Fire Images.
TENCON
Siva Mouni Nemalidinne, Anem Pravallika Sindhu, Deep Gupta
2017 J jnl
A hybrid edge-based segmentation approach for ultrasound medical images.
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand
2015 J jnl
A hybrid segmentation method based on Gaussian kernel fuzzy clustering and region based active contour model for ultrasound medical images.
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2015 J jnl
Despeckling of ultrasound medical images using ripplet domain nonlinear filtering.
Signal Image Video Process.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2015 J jnl
Nonsubsampled shearlet based CT and MR medical image fusion using biologically inspired spiking neural network.
Biomed. Signal Process. Control.
Sneha Singh, Deep Gupta, R. S. Anand, Vinod Kumar
2015 J jnl
Speckle filtering of ultrasound images using a modified non-linear diffusion model in non-subsampled shearlet domain.
IET Image Process.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2014 J jnl
Despeckling of ultrasound medical images using nonlinear adaptive anisotropic diffusion in nonsubsampled shearlet domain.
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2014 J jnl
Ripplet domain non-linear filtering for speckle reduction in ultrasound medical images.
Biomed. Signal Process. Control.
Deep Gupta, R. S. Anand, Barjeev Tyagi
2013 J jnl
Edge preserved enhancement of medical images using adaptive fusion-based denoising by shearlet transform and total variation algorithm.
J. Electronic Imaging
Deep Gupta, Radhey Shyam Anand, Barjeev Tyagi
2012 — conf
Enhancement of Medical Ultrasound Images Using Multiscale Discrete Shearlet Transform Based Thresholding.
ISED
Deep Gupta, R. S. Anand, Barjeev Tyagi