Sheifali Gupta

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 41

Top Topics

Automatic Classification

Satellite Imagery

Top Venues

Int. J. Image Graph.

Int. J. Inf. Syst. Model. Des.

Publications

Mohamed A. Elmagzoub, Swapandeep Kaur, Sheifali Gupta, Adel Rajab, Khairan D. Rajab, Mana Saleh Al Reshan, Hani Alshahrani, Asadullah Shaikh
Improving Endoscopic Image Analysis: Attention Mechanism Integration in Grid Search Fine-Tuned Transfer Learning Model for Multi-Class Gastrointestinal Disease Classification. IEEE Access 12 (2024)
Twinkle Bansal, Sheifali Gupta, Neeru Jindal
Deep learning-based comprehensive review on pulmonary tuberculosis. Neural Comput. Appl. 36 (12) (2024)
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Wael Y. Alghamdi, Bayan M. Alsharbi
Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology. BMC Medical Imaging 24 (1) (2024)
Saleh Hamad Sajaan Almansour, Rahul Singh, Saleh Mabruk Hadrami Alyami, Neha Sharma, Mana Saleh Al Reshan, Sheifali Gupta, Mahdi Falah Mahdi Alyami, Asadullah Shaikh
A Convolution Neural Network Design for Knee Osteoarthritis Diagnosis Using X-ray Images. Int. J. Online Biomed. Eng. 19 (7) (2023)
Rupesh Gupta, Vatsala Anand, Sheifali Gupta, Deepika Koundal
Deep learning model for defect analysis in industry using casting images. Expert Syst. Appl. 232 (2023)
Meenu Garg, Sheifali Gupta, Gurjinder Kaur, Deepika Koundal
Enhancement of retinal fundus image using multi-scale tophat transformation. Int. J. Biom. 15 (3/4) (2023)
Neelam Dahiya, Sartajvir Singh, Sheifali Gupta, Adel Rajab, Mohammed Hamdi, Mohamed A. Elmagzoub, Adel Sulaiman, Asadullah Shaikh
Detection of Multitemporal Changes with Artificial Neural Network-Based Change Detection Algorithm Using Hyperspectral Dataset. Remote. Sens. 15 (5) (2023)
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Karamjeet Singh
Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images. Expert Syst. Appl. 213 (Part) (2023)
Sandhya Sharma, Sheifali Gupta, Neeraj Kumar, Tanvi Arora
Postal Automation System in Gurmukhi Script using Deep Learning. Int. J. Image Graph. 23 (1) (2023)
Neha Sharma, Sheifali Gupta, Adel Rajab, Mohamed A. Elmagzoub, Khairan Rajab, Asadullah Shaikh
Semantic Segmentation of Gastrointestinal Tract in MRI Scans Using PSPNet Model With ResNet34 Feature Encoding Network. IEEE Access 11 (2023)
Neelam Dahiya, Sartajvir Singh, Sheifali Gupta
A Review on Deep Learning Classifier for Hyperspectral Imaging. Int. J. Image Graph. 23 (4) (2023)
Sonam Aggarwal, Sapna Juneja, Junaid Rashid, Deepali Gupta, Sheifali Gupta, Jungeun Kim
Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images. IEEE Access 11 (2023)
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal
Multi-class Skin Disease Classification Using Transfer Learning Model. Int. J. Artif. Intell. Tools 31 (2) (2022)
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Amena Mahmoud, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease. Frontiers Comput. Neurosci. 16 (2022)
Vatsala Anand, Sheifali Gupta, Soumya Ranjan Nayak, Deepika Koundal, Deo Prakash, K. D. Verma
An automated deep learning models for classification of skin disease using Dermoscopy images: a comprehensive study. Multim. Tools Appl. 81 (26) (2022)
Swapandeep Kaur, Sheifali Gupta, Swati Singh, Deepika Koundal, Vinh Truong Hoang, Ahmed Alkhayyat, Hung Vu-Van
Hurricane damage assessment in satellite images using hybrid VGG16 model. J. Electronic Imaging 32 (2) (2022)
Swapandeep Kaur, Sheifali Gupta, Swati Singh, Tanvi Arora
A Review on Natural Disaster Detection in Social Media and Satellite Imagery Using Machine Learning and Deep Learning. Int. J. Image Graph. 22 (5) (2022)
Sonam Aggarwal, Sheifali Gupta, Adi Alhudhaif, Deepika Koundal, Rupesh Gupta, Kemal Polat
Automated COVID-19 detection in chest X-ray images using fine-tuned deep learning architectures. Expert Syst. J. Knowl. Eng. 39 (3) (2022)
Kanwarpartap Singh Gill, Vatsala Anand, Sheifali Gupta, Pawel Figat
Stratification of White Blood Cells Using Optimized DenseNet201 Model. ICACIS (2022)
Swapandeep Kaur, Sheifali Gupta, Swati Singh, Deepika Koundal, Atef Zaguia
Convolutional neural network based hurricane damage detection using satellite images. Soft Comput. 26 (16) (2022)
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Abhinav Juneja, Harsh Khatter, Sapna Malik, Zelalem Kiros Bitsue
Deep Learning Model for Automatic Classification and Prediction of Brain Tumor. J. Sensors 2022 (2022)
Vishal Verma, Deepali Gupta, Sheifali Gupta, Mudita Uppal, Divya Anand, Arturo Ortega-Mansilla, Fahd S. Alharithi, Jasem Almotiri, Nitin Goyal
A Deep Learning-Based Intelligent Garbage Detection System Using an Unmanned Aerial Vehicle. Symmetry 14 (5) (2022)
Rakesh Kumar, Vatsala Anand, Sheifali Gupta, Maria Ganzha, Marcin Paprzycki
Automatic Identification of Cataract by Analyzing Fundus Images Using VGG19 Model. BDA (Astronomy, Science, and Engineering) (2022)
Harsha Chauhan, Deepali Gupta, Sheifali Gupta, Soumya Ranjan Nayak, Achyut Shankar, Prabhisek Singh
Framework for Enhancing the Traceability in Supply Chain Using Blockchain. J. Interconnect. Networks 22 (Supp-03) (2022)
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Soumya Ranjan Nayak, Paolo Barsocchi, Akash Kumar Bhoi
Modified U-NET Architecture for Segmentation of Skin Lesion. Sensors 22 (3) (2022)
Sonam Aggarwal, Sheifali Gupta, Ramani Kannan, Rakesh Ahuja, Deepali Gupta, Sapna Juneja, Samir Brahim Belhaouari
A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images. IEEE Access 10 (2022)
Sandhya Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Gaurav Singal, Gaurav Dhiman, Sandeep Kautish
Recognition of Gurmukhi Handwritten City Names Using Deep Learning and Cloud Computing. Sci. Program. 2022 (2022)
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Punit Gupta, Gaurav Dhiman, Sandeep Kautish
Deep Learning Model for the Automatic Classification of White Blood Cells. Comput. Intell. Neurosci. 2022 (2022)
Swapandeep Kaur, Sheifali Gupta, Swati Singh, Isha Gupta
Detection of Alzheimer's Disease Using Deep Convolutional Neural Network. Int. J. Image Graph. 22 (3) (2022)
Isha Gupta, Soumya Ranjan Nayak, Sheifali Gupta, Swati Singh, K. D. Verma, Abhishek Gupta, Deo Prakash
A deep learning based approach to detect IDC in histopathology images. Multim. Tools Appl. 81 (25) (2022)
Tajinder Pal Singh, Sheifali Gupta, Meenu Garg, Deepika Koundal, Atef Zaguia
Classification of Gurumukhi month's name images using various convolutional neural network optimizers. Soft Comput. 26 (16) (2022)
Swapandeep Kaur, Sheifali Gupta, Swati Singh, Isha Gupta
Hurricane Damage Detection From Satellite Imagery Using Convolutional Neural Networks. Int. J. Inf. Syst. Model. Des. 13 (10) (2022)
Tajinder Pal Singh, Sheifali Gupta, Meenu Garg, Deepali Gupta, Abdullah Alharbi, Hashem Alyami, Divya Anand, Arturo Ortega-Mansilla, Nitin Goyal
Visualization of Customized Convolutional Neural Network for Natural Language Recognition. Sensors 22 (8) (2022)
Priyanka Malhotra, Sheifali Gupta, Deepika Koundal, Atef Zaguia, Manjit Kaur, Heung-No Lee
Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images. Sensors 22 (6) (2022)
Swati Singh, Sheifali Gupta, Ankush Tanta, Rupesh Gupta
Extraction of Multiple Diseases in Apple Leaf Using Machine Learning. Int. J. Image Graph. 22 (3) (2022)
Neha Sharma, Sheifali Gupta, Puneet Mehta, Xiaochun Cheng, Achyut Shankar, Prabhisek Singh, Soumya Ranjan Nayak
Offline signature verification using deep neural network with application to computer vision. J. Electronic Imaging 31 (4) (2021)
Isha Gupta, Sheifali Gupta, Swati Singh
Different CNN-based Architectures for Detection of Invasive Ductal Carcinoma in Breast Using Histopathology Images. Int. J. Image Graph. 21 (5) (2021)
Priyanka Malhotra, Sheifali Gupta, Atef Zaguia, Deepika Koundal
Thoracic Disease Chest Radiographic Image Dataset: A Comprehensive Review. ISDA (2021)
Harsha Chauhan, Vishal Verma, Deepali Gupta, Sheifali Gupta
IoT-based automatic intravenous fluid monitoring system for smart medical environment. Int. J. Comput. Appl. Technol. 66 (2) (2021)
Udit Jindal, Sheifali Gupta
Deep Learning-Based Knowledge Extraction From Diseased and Healthy Edible Plant Leaves. Int. J. Inf. Syst. Model. Des. 12 (2) (2021)
Meenu Garg, Sheifali Gupta, Soumya Ranjan Nayak
Detection of bifurcations and cross-over points from retinal vasculature map using modified window feature-point detection approach. Int. J. Comput. Appl. Technol. 64 (4) (2020)