PREMANAND PRALHAD GHADEKAR

Scopus Publications

Triplex attention enabled diffusion generative adversarial network for photorealistic image generation from text and images
Sonal S. Fatangare, Premanand P. Ghadekar
Engineering Applications of Artificial Intelligence, 2026
Secure Hybrid Authentication Using Facial Biometrics, Liveness Verification, and Time-Based One-Time Passwords
Kuldeep Vayadande, Praveenkumar Patel, Govinda Sambare, Prajakta Pawar, Premanand Ghadekar, Namrata Salgar, Vivek Kheradkar, Shlok Shinde, Aryan Shinde, Siddhant Shinde, Prathamesh Shinde, Samyak Lokhande
International Journal of Safety and Security Engineering, 2026
Biometric authentication has become one of the topics that have attracted extensive interest because of its increased security and usability over the traditional systems that use passwords.Facial recognition is one of the common biometric modalities that has gained wide adoption due to its non-contact aspect.Nevertheless, it is susceptible to spoofing attacks, including printed images, replayed videos and deep fake-based impersonation.A hybrid authentication system called FaceOTP is suggested to counter these shortcomings, a system that combines face recognition, liveness and time-based one-time password (TOTP) authentication.The system uses MediaPipe Face Mesh to detect facial landmarks and extract geometric features of the face to build a normalized feature vector.Eye-blink and head-movement analysis are carried out to detect liveness in order to guarantee the existence of a legitimate user.The obtained feature vector is hash transformed to a secure biometric template with the help of hash SHA-256, which is then used in the production of a biometric-bound TOTP.The given system is tested in a controlled experimental setting with a number of users, and the genuine and attack cases were presented with photo-based and video replay spoofing.Experimental findings show face recognition accuracy of 95, liveness detection accuracy of 92 and 100 percent one-time password (OTP) verification success with an average authentication time of 4.5 seconds.
A Comprehensive Authenticated Dataset of Brahmi Script Characters for Recognition
Tushar B. Kute, Premanand P. Ghadekar
International Conference on Emerging Trends and Innovations in ICT Icei 2026, 2026
The Brahmi script is among the most ancient and historically prominent systems of writing in South Asia, with applications that warrant corresponding modern Indic scripts. Digitally recognizing Brahmi inscriptions holds the key to epigraphical studies, historical research, and cultural preservation. The efforts remained always undermined for the absence of a greater and authentic dataset. To meet this requirement, a new dataset is introduced, comprising 348 different classes of characters from the Brahmi script. The dataset contains a total of 7880 character images, each such image extracted from letter carvings over stone at seven salient archaeological sites in India: Naneghat Caves, Junnar Caves, Bhaje Caves, Karle Caves, Bedse Caves, Nashik Caves, and Pitalkhora Caves. The dataset design was an iterative and exhaustive process of image acquisition, segmentation of characters, and applications of preprocessing to increase visibility and recognizability of characters therein. The usability and robustness of the dataset were tested using four different deep learning models: a custom Deep Convolutional Neural Network (Deep CNN), InceptionNet, ResNet50, and XceptionNet. The best recognition accuracy of 98.07% was attained with a loss of 0.0958 using ResNet50, which shows the adequacy and quality of the dataset for the training of advanced machine learning models. This will help researchers by providing a valuable resource and accelerating the development of Brahmi script character recognition.
FedCloud: A Dyanamic Trust Management Framework for Federated Environments
Madhumati Shinde, Premanand Ghadekar
Lecture Notes in Networks and Systems, 2026
Identification of Diabetic Retinopathy Using Deep Regularized LSTM from Retinal Fundus Images
Anita B. Dombale, Premanand P. Ghadekar
Proceedings of the 5th International Conference on Sentiment Analysis and Deep Learning Icsadl 2026, 2026
The analysis of retinal fundus images through automation is very important in the early detection and assessment of risk of ocular and systemic complications related to diabetes. Though convolutional neural networks (CNNs) are useful in obtaining spatial information in fundus images, the fact that they model the structured feature sequence of the obtained images is a challenge to the shallow recurrent architectures. This paper compares the two (Long Short-Term Memory (LSTM)-based) models coded in binary risk classification based on fundus image-based features: a simple baseline model and a more detailed regularized proposed model. The standard model uses a two-layer LSTM with a lightweight and a single dense output layer, which is used in the computationally efficient standard model. The model proposed contains additional depth stacked LSTM layers, regularization by dropout, in-between layer normalization, and a dense layer in between layers to better represent temporal features and generalize. Both the architectures are tested in the same experimental conditions. Baseline model has an accuracy of 0.84 and the proposed architecture enhances the accuracy to 0.86, which proves that the risk prediction of risk is better by architecture modification using fundus images. The classification report analysis also validates better predictive balance in the proposed system. The findings suggest that more profound and regularized LSTM models are more able to discern sophisticated patterns in fundus image representations providing an avenue of path forward to powerful risk assessment systems in Diabetic Retinopathy.
Machine Learning-Based Biosynthetic Pathway Design in Synthetic Biology Through Graph Search Transfer Learning and Interpretability
Premanand Ghadekar, Atharv Joshi, Sujit Wagh, Vaibhav Zendage
Lecture Notes in Networks and Systems, 2026
Text Driven 4D Scene Generation with Depth Inpainting and VR Immersion
Premanand Ghadekar, Pratham Adav, Nikhil Mahajan, Tejas Mali, Sneha Kalaskar, Apoorva Kulkarni
Lecture Notes in Electrical Engineering, 2026
Handwritten Multistyle Multilingual Context Aware Resume Shortlisting with Social Score
Premanand Ghadekar, Prem Ahirrao, Varad Adhyapak, Aniket Ainapur, Smit Ahire, Aditya Nagdive, Yash Chakurkar
2026 IEEE 3rd International Conference on Emerging Trends in Engineering and Medical Sciences Icetems 2025, 2026
Real-time soil erosion detection using satellite imagery and analysis
Premanand Ghadekar, Anveshika Kamble, Rohit Arole, Arunav Chandra, Sukhpreet Singh Bhatti, Bijin Jiby
Multimedia Tools and Applications, 2025
Hybrid Fully Connected Neural-Bidirectional Long Short-Term Memory Networks for Diabetic Complication Risk Prediction
, Anita B. Dombale, Premanand P. Ghadekar, and
Engineered Science, 2025
Accurate estimation of the risk level of chronic diseases such as heart disease, kidney disease, and retinopathy is necessary for early detection and appropriate treatment planning for diabetic patients.The traditional machine learning models, i.e., Bidirectional long short-term memory (BiLSTM) and fully connected neural networks (FCNN), have been extensively used for disease prediction but are typically burdened with high computational complexity and redundant feature dependencies.In this research work, a new prediction model is proposed based on structured text data from CSV files to determine the levels of disease risk.The proposed method outperforms BiLSTM and FCNN in classification performance, with improved Performance Metrics.In addition, we also perform feature reduction using random forest (RF) and Explainable AI (XAI) techniques, such as SHAP (SHapley Additive exPlanations), with the objective of obtaining the most informative features.Regardless of feature reduction, the proposed system still maintains the best performance, confirming its efficacy and resilience in risk prediction.The outcomes reveal the potential for combining advanced deep learning models with feature selection techniques to improve diabetic complication disease risk assessment and prediction.
Translating Audio into Movement: A Semantic Gesture Generation Approach using conditional GANs
Premanand Ghadekar, Aditya Bodhankar, Ajinkya Mahajan, Shivani Mahajan, Diksha Prasad, Riya Dhakalkar
Aip Conference Proceedings, 2025
Crime Scene Reconstruction Text-to-Long Video Generation with Stable Diffusion and Motion Integration
Premanand Ghadekar, Pratham Adav, Nikhil Mahajan, Sneha Kalaskar, Tejas Mali, Apoorva Kulkarni
Aip Conference Proceedings, 2025
Multi-Style, Multi-Language Handwritten Text Recognition From Images using Hybrid Model, Transformers and Gradio Framework
Premanand Ghadekar, Shravani Phadol, Shubhechha Mehere, Saloni Khedekar, Prerna Divekar, Rahul Dound
Aip Conference Proceedings, 2025
Threadshift: Contextual-Aware Garment Replacement Using CLIP, Segmentation and Stable Diffusion
Premanand Ghadekar, Ojas Joshi, Jignesh Barhate, Basun Kundu, Arman Nandeshwar, Manthan Gujar
Aip Conference Proceedings, 2025
Automating the grading of handwritten examinations through the integration of optical character recognition and machine learning algorithms
Premanand Ghadekar, Omkar Khanvilkar, Janvi Kharat, Kimaya Joshi, Tejas Kulkarni, Yash Kulkarni
Journal of Integrated Science and Technology, 2025
Enhancing gait recognition using YOLOv8 and robust video matting for low-light and adverse conditions
Premanand Ghadekar, Aadesh Chawla, Sakshi Bodhe, Sharvari Bawane, Dhruv Kshirsagar
Quantum Computing Models for Cybersecurity and Wireless Communications, 2025
Content-Based Linear and Nonlinear Dynamic Texture Synthesis Using Time Series Approach
Premanand Pralhad Ghadekar
Communications in Computer and Information Science, 2025
A Hybrid Multimodal Framework for Photorealistic Image Generation Using Text-Image Fusion Algorithms
Sonal Fatangare, Premanand Ghadekar
2025 IEEE Pune Section International Conference Punecon 2025, 2025
Deep Learning-based Diabetic Retinopathy Detection: A Pretrained Model Approach with Performance Analysis
Anita B. Dombale, Premanand P. Ghadekar
Proceedings of 8th International Conference on Inventive Computation Technologies Icict 2025, 2025
Hybrid Anomaly Detection System for Unsupervised Video Surveillance Using Isolation Forest and Robust Covariance
Premanand Ghadekar, Aparna Mete, Deepali Deshpande
Lecture Notes on Data Engineering and Communications Technologies, 2025
A Real-Time GCN and AI Agent Framework for Sustainable Supply Chain Management Under Disaster Scenarios
Premanand Ghadekar, Parth Musne, Indrakumar Naragude, Mrunmai Girame
Proceedings of IEEE International Conference for Women in Innovation Technology and Entrepreneurship Icwite 2025, 2025
AntiMicrobial Resistance Prediction Using Advanced Image Encoding Techniques
Premanand Ghadekar, Arjun Jaggi, Debabrata Swain, Aryan Ghadekar
1st International Conference on Sustainable Energy Technologies and Computational Intelligence Towards Sustainable Energy Transition Setcom 2025, 2025
Deep Learning-based Art Authentication: A CNN-Model with Grad-CAM for AI-Generated Image Detection
16th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2025, 2025
Automated Transparent Glass Detection System using Semantic Segmentation
Premanand Ghadekar, Vaibhav More, Shriyog Muley, Parth Musne, Rohit Mutha, Indrakumar Naragude
2025 3rd International Conference on Communication Security and Artificial Intelligence Iccsai 2025, 2025
Cost-Effective Scaling of Machine Learning Model using Serverless Architecture
Premanand Ghadekar, Nandini Gulhane, Harsh Patil, Ishita Ramdasi, Gaurav Hote, Siddhant Ghodke
Proceedings of 3rd International Conference on Augmented Intelligence and Sustainable Systems Icaiss 2025, 2025
Blockchain-Based Document Verification Using Cryptographic Hashing, QR Code, and Machine Learning
Premanand Ghadekar, Isha Mahajan, Isha Kulkarni, Om Lohade, Pranav Jadhav, Sai Kulkarni
Proceedings of the International Conference on Electrical Electronics and Computer Science with Advance Power Technologies A Future Trends Ice2cpt 2025, 2025
Multimodal PCOS Detection Combining XGBoost for Images with Zero‑Shot Learning for Textual Data
Premanand Ghadekar, Shreyash Tekade, Dhawal Sakharwade, Ankur Tripathi, Shivam Tiwadi, Sayee Zanzane
Applied Machine Learning in Healthcare Case Based Approach, 2025
Modified GANs Based on GNN for Anomaly Detection in Graphs
Premanand Ghadekar, Ruchita Chaudhari, Kshitij Bisen, Ashish Biradar, Chetan Chaudhari, Aditya Bhosale
Lecture Notes on Data Engineering and Communications Technologies, 2025
Decentralized Agentic AI Security Framework Using Blockchain and Reinforcement Learning with Explainable AI
Premanand Ghadekar, Shlok Purohit, Manish Rathod, Parth Rathi, Chaitanya Rathod, Purvesh Rathi
2025 9th International Conference on Computing Communication Control and Automation Icccbea 2025, 2025
Realistic AI Based Mental Health Detection and Analysis Model Using AR Agentic AI & Conv-BiLSTM Architecture
Premanand Ghadekar, Ajinkya Matre, Piyush Pise, Harshada Sawai, Manoj Mule, Sanika Shedbale
Proceedings 2025 IEEE 3rd International Symposium on Sustainable Energy Signal Processing and Cybersecurity Isssc 2025, 2025
Anomaly Detection Using a Novel Approach Based on Grid HTM
Premanand Ghadekar, Anushka Popalghat, Onkar Borude, Vishal Gavali, Dnyanesh Gholap, Sarvesh Hadole
Advances in Science Technology and Innovation, 2025
Secure and Privacy-Preserving Machine Learning for Cloud Intrusion Detection with Federated Learning and Generated Attack Data
Premanand Ghadekar, Nandini Gulhane, Harsh Patil, Ishita Ramdasi, Gaurav Hote, Siddhant Ghodke
IC Decon 2025 2025 International Conference on Data Energy and Communication Network Proceedings, 2025
Real-Time Zero-Day Attack Detection with Proximal Policy Optimization
Premanand Ghadekar, Harshita Bhagat, Parth More, Chinmay Saraf, Vaishali More, Sarthak Khare
Lecture Notes in Networks and Systems, 2025
Sadak-Setu Legal Routing Pothole Detection and EV Assistance Using Multitask-Transformer and A
Premanand Ghadekar, Priyal Patange, Rupali Paimode, Soham Pandav, Paras Patil, Atharva Pardeshi
2025 IEEE 2nd International Conference on Information Technology Electronics and Intelligent Communication Systems Iciteics 2025, 2025
Multimodal Learning with Spiking Neural Networks and Kolmogorov Arnold Networks Enhanced through Modified SHAP Visualization
Premanand P. Ghadekar, Soham R. Karandikar, Kshitij S. Kalrao, Jaee R. Kale, Onkar N. Kapuskari, Parth V. Kallurwar
2025 IEEE International Conference on Emerging Trends in Computing and Communication Etcom 2025, 2025
AI-Enhanced Virtual Meeting Platform: Integrating Spatial Audio and Personalization Features along with Smart Meeting Summarization
Premanand Ghadekar, Yash Shaligram, Vaishnavi Shimpi, Omkar Shingade, Shristi Singh, Shiya Thakur
2025 4th Opju International Technology Conference on Smart Computing for Innovation and Advancement in Industry 5 0 Otcon 2025, 2025
Gradient Free Neural Architecture Search for Pneumonia Detection Using Genetic Algorithms and Q-Learning
Premanand Ghadekar, Rishi Jain, Ishita Jasuja, Rugved Junghare, Sai Kadam, Vinayak Wankhade
2025 9th International Conference on Computing Communication Control and Automation Icccbea 2025, 2025
Enhancing the Management of Fisheries and Quotas Using Customized Blockchain
Premanand Ghadekar, Atharv Joshi, Palash Joshi, Arushi Kadam, Payal Powar, Vedant Sutar
Proceedings 2025 2nd International Conference on Networks and Soft Computing Icnsoc 2025, 2025
A Multimodal Approach for Detection of Preeclampsia Risk Analysis using Reinforcement Learning and Agentic AI
Premanand Ghadekar, Swami Malode, Mrunmai Girame, Himanshu Patil, Hiteshi Patil, Tanishka Jagtap
Proceedings of IEEE International Conference for Women in Innovation Technology and Entrepreneurship Icwite 2025, 2025
Unified Multimodal Knowledge Integration for A Secure Framework for Cross-Modal and Scalable Retrieval
Premanand Ghadekar, Shraddha Randhave, Srushti Veer, Pranav Gole, Samarth Suntnure, Shubham Pawar
IC Decon 2025 2025 International Conference on Data Energy and Communication Network Proceedings, 2025
Compact Multi-Model Deep Learning Framework for Real Time Emotion Aware Avatar Generation
Premanand Ghadekar, Soham Pingat, Sujal Powar, Sameer Raut, Vaibhav Pokale, Sandip Waghchaure
2025 IEEE 2nd International Conference on Information Technology Electronics and Intelligent Communication Systems Iciteics 2025, 2025
VOGraph: Visual Odometry Fusion with Optical Flow and Real-Time Adaptability
Premanand Ghadekar, Netra Mohekar, Pratik Mandalkar, Harshwardhan Patil, Pratik Mane, Pranav Patel
2025 International Conference on Data Science Agents and Artificial Intelligence Icdsaai 2025, 2025
Predictive modeling of carbon intensity with Environmental impact analysis
Premanad P Ghadekar, Priyal S Patange, Atharva S Pardeshi, Rupali R Paimode, Paras C Patil, Soham P Pandav
2025 International Conference on Data Science Agents and Artificial Intelligence Icdsaai 2025, 2025
Multimodal Medical Image Synthesis and Cross-Modality Conversion for Improved Diagnosis and Explainable AI Analysis
Premanand Ghadekar, Pranav Jadhav, Sai Kulkarni, Isha Kulkarni, Om Lohade, Isha Mahajan
International Conference on Artificial Intelligence and Emerging Technologies Icaiet 2025, 2025
GAN AI for Predictive Threat Detection with Explainable Risk Insights
Premanand Ghadekar, Rupali Paimode, Soham Pandav, Priyal Patange, Atharva Pardeshi, Paras Patil
2025 3rd International Conference on Communication Security and Artificial Intelligence Iccsai 2025, 2025
Multimodal Gut Microbiome based Personalized Nutrition Recommendation and Its Analysis using GNN
Premanand Ghadekar, Payal Wadile, Akshay Patil, Vinod Lakde, Sayali Sagarkar, Aditya Nimbolkar
Proceedings 2025 IEEE 3rd International Symposium on Sustainable Energy Signal Processing and Cybersecurity Isssc 2025, 2025
Resilient 3D Object Recognition using GR-Net in Sparse Point Clouds
Premanand Ghadekar, Pratik Dhame, Soham Dixit, Arpit Patil, Rushikesh Sanjekar, Siddhesh Shinde
Proceedings of 2025 3rd International Conference on Intelligent Systems Advanced Computing and Communication Isacc 2025, 2025
Multimodal Deep Learning System for Nutritional Deficiency Assessment and Dietary Recommendation
Premanand Ghadekar, Gita Kolate, Babusha Kolhe, Maitrey Katkar, Rohan Khandare, Om Khandare
2025 3rd International Conference on Communication Security and Artificial Intelligence Iccsai 2025, 2025
Multimodal Advanced Persistent Threat Detection and Attribution Using Heterogenous Graph Neural Network and Analysis Using Explainable AI
Premanand Ghadekar, Pranav Jadhav, Sai Kulkarni, Isha Kulkarni, Om Lohade, Isha Mahajan
2025 International Conference on Artificial Intelligence and Quantum Computation Based Sensor Application Icaiqsa 2025 Proceedings, 2025
Multimodal Oil Mining Prediction with LSGAT-Based DropEdge Regularization and Adaptive Training
Premanand Ghadekar, Priyal Patange, Rupali Paimode, Soham Pandav, Paras Patil, Atharva Pardeshi
IC Decon 2025 2025 International Conference on Data Energy and Communication Network Proceedings, 2025
Autonomous Swarm Drone Surveillance System with AR Visualization for Military Patrolling and Intrusion Detection with AR Control Interface
Premanand Ghadekar, Shashank Daga, Rohit Sutrave, Bhakti Santosh Bhande, Vaishnavi Sabale, Savvy Gaikwad
Proceedings of IEEE International Conference for Women in Innovation Technology and Entrepreneurship Icwite 2025, 2025
A Comprehensive Analysis and Detection of Wildfire Impact onVegetation and Wildlife and Biomass Emission
Premanand Ghadekar, Rishi Jain, Saee Kadam, Rugved Junghare, Ishita Jasuja, Vinayak Wankhade, Debabrata Swain
1st International Conference on Sustainable Energy Technologies and Computational Intelligence Towards Sustainable Energy Transition Setcom 2025, 2025
Dynamic Character Replacement in Videos using Motion-Guided Diffusion Techniques
16th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2025, 2025
Choosing the best metrics for quantifying the quality of the model in skewed binary classification problems
Anushka Hedaoo, Vijay Gaikwad, Premanand Ghadekar, Rajesh Jalnekar
Aip Conference Proceedings, 2024
Identification of Ayurvedic Medicinal Plant Using Deep Learning
International Journal of Intelligent Systems and Applications in Engineering, 2024
Unitary Camera Proximal Intensity Estimation using DEVIANT
Premanand Ghadekar, Arjun Jaggi, Sakshi Bodhe, Aadesh Chawla
2024 IEEE Pune Section International Conference Punecon 2024, 2024
EmoSecure: Enhancing Smart Home Security With FisherFace Emotion Recognition and Biometric Access Control
Premanand Ghadekar, Manas Ranjan Pradhan, Debabrata Swain, Biswaranjan Acharya
IEEE Access, 2024
True Feature Distillation for Compression of GANs
Premanand Ghadekar, Raghav Sadany, Ishaan Kale, Nikhil Kulkarni, Omkar Korate
2024 International Conference on Emerging Smart Computing and Informatics Esci 2024, 2024
Emotion Analysis and Gender Identification Using Partial Face Detection
Premanand P. Ghadekar, Vishal Govindani, Tanmay Mutalik, Kuhu Mukhopadhay, Amey Chopde
Lecture Notes in Networks and Systems, 2024
Multi-Class Malware Detection using modified GNN and Explainable AI
Premanand Ghadekar, Tejas Adsare, Neeraj Agrawal, Dhananjay Deore, Tejas Dharmik
2024 1st International Conference on Cognitive Green and Ubiquitous Computing IC Cgu 2024, 2024
Predicting Heart Disease Risk in Diabetic patients using a Pipeline of Ensemble Learning and XAI - Enhanced Approaches
Premanand Ghadekar, Ubed Shaikh, Rajan Ner, Sanket Patil, Rehannudin Qazi
2024 1st International Conference on Cognitive Green and Ubiquitous Computing IC Cgu 2024, 2024
Generating Equations for Mathematical Word Problems Using Multi-head Attention Transformer
Premanand Ghadekar, Tejas Gadi, Adwait Bhosale, Vishal Govindani, Rehanuddin Qazi
Lecture Notes in Networks and Systems, 2024
SAGEConv Graph Neural Network Model for Multivariate Regression using Google Quest Dataset
Premanand Ghadekar, Varad Ingale, Vithika Pungliya, Roshita Bhonsle, Ankur Raut, Atharva Purohit
Procedia Computer Science, 2024
Predictive Maintenance for Industrial Equipment: Using XGBoost and Local Outlier Factor with Explainable AI for analysis
Premanand Ghadekar, Aman Manakshe, Sarthak Madhikar, Sushrut Patil, Mehvish Mukadam, Tejas Gambhir
Proceedings of the 14th International Conference on Cloud Computing Data Science and Engineering Confluence 2024, 2024
A Novel Approach for Deep Learning Based Video Classification and Captioning using Keyframe
Premanand Ghadekar, Vithika Pungliya, Atharva Purohit, Roshita Bhonsle, Ankur Raut, Samruddhi Pate
Lecture Notes in Electrical Engineering, 2024
Acne Detection Using Convolutional Neural Networks and Image-Processing Technique
Premanand Ghadekar, Aniket Joshi, Atharv Vanjari, Mohammad Raza, Shubhankar Gupta, Anagha Gajaralwar
AI Driven Iot Systems for Industry 4 0, 2024
Malicious QR Code Detection and Prevention
Premanand Ghadekar, Faijan Momin, Tushar Nagre, Sanika Desai, Prathamesh Patil, Vinay Aher
AI Driven Iot Systems for Industry 4 0, 2024
Multimodal PCOS Detection: Combining XG Boost for Images with Zero Shot Learning for Textual Data
Premanand Ghadekar, Shreyash Tekade, Dhawal Sakharwade, Ankur Tripathi, Shivam Tiwadi, Sayee Zanzane
2024 Asia Pacific Conference on Innovation in Technology Apcit 2024, 2024
Simultaneous Localization and Mapping using object detection and Reinforcement Learning for automated Robot
Premanand Ghadekar, Yash Shaligram, Vaishnavi Shimpi, Omkar Shingade, Shristi Singh, Shiya Thakur
2024 IEEE Calcutta Conference Calcon 2024 Proceedings, 2024
Enhancing Visual Interpretation and Reasoning through a Hybrid Approach Using XAI and Image Reprocessing
Premanand Ghadekar, Pratham Adav, Nikhil Mahajan, Sneha Kalaskar, Tejas Mali, Apoorva Kulkarni
2024 IEEE Calcutta Conference Calcon 2024 Proceedings, 2024
Artificial Intelligence-Guided Telescope Control System using Jetson-Nano
Premanand Ghadekar, Onkar Borude, Vishal Gavali, Dnyanesh Gholap, Adwait Mali, Chanchal Rathad
2024 2nd International Conference on Advances in Computation Communication and Information Technology Icaiccit 2024, 2024
Lip Reading Detection for Emotion-Infused Health Evaluation
Premanand Ghadekar, Siddhesh Shinde, Soham Dixit, Arpit Patil, Rushikesh Sanjekar, Pratik Dhame
2024 IEEE Silchar Subsection Conference Silcon 2024, 2024
Enhanced Intracranial Tumor Strain Prediction and Detection Using Transfer and Multilevel Ensemble Learning
Premanand Ghadekar, Ajinkya Mahajan, Aditya Bodhankar, Diksha Prasad, Shivani Mahajan, Riya Dhakalkar
Lecture Notes in Electrical Engineering, 2024
Early Diabetes Detection and its Effect on Heart using Random Forest
15th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2024, 2024
Lunar Ejecta Pattern Detection and Analysis Using Faster R-CNN and GAN Augmentation
Premanand Ghadekar, Chanchal Rathad, Sourav Jangral, Rushikesh Unde, Adwait Mali, Aryan Karande
Proceedings of the 14th International Conference on Cloud Computing Data Science and Engineering Confluence 2024, 2024
Bilinear Pooling with Hierarchical Structure for Precise Visual Recognition
Premanand Ghadekar, Anushka Popalghat, Sarvesh Hadole, Sharvari Bawane, Sourav Jangral, Rushikesh Unde
2024 2nd International Conference on Advances in Computation Communication and Information Technology Icaiccit 2024, 2024
Analysis of Exoplanet Habitability Using RNN and Causal Learning
Premanand Ghadekar, Arunav Chandra, Bijin Jiby, Anveshika Kamble, Rohit Arole, Aditya Pratap Singh Kirar
Communications in Computer and Information Science, 2024
Maritime Vessel Segmentation in Satellite Imagery Using UNET Architecture and Multiloss Optimization
Premanand Ghadekar, Mihir Deshpande, Adwait Gharpure, Vedant Gokhale, Aayush Gore, Harsh Yadav
Communications in Computer and Information Science, 2024
Prompt-Induced Three-Stage Architecture for Music-Lyrics Generation using GRU and Sentence-BERT Embeddings
Premanand Ghadekar, Pratik Dhame, Soham Dixit, Arpit Patil, Rushikesh Sanjekar, Siddhesh Shinde
2024 IEEE Calcutta Conference Calcon 2024 Proceedings, 2024
Improving Person-Re Identification with Dual-Generator and Dual-Discriminator Architecture in Conditional GANs
P. P. Ghadekar, Aadesh Kabra, Ketan Gangwal, Atharv Kinage, Kirti Agarwal, Kshitij Chaudhari
2024 1st International Conference on Cognitive Green and Ubiquitous Computing IC Cgu 2024, 2024
Self-Supervised Recurrent Hashing for Efficient Time Series Similarity Search
Premanand Ghadekar, Harshita Bhagat, Parth More, Vaishali More, Chinmay Saraf, Sarthak Khare
2024 5th IEEE Global Conference for Advancement in Technology Gcat 2024, 2024
Text-to-Face Generation with Novel Fusion Mechanism Using DCGAN
Premanand Ghadekar, Sanskruti Bahure, Vyankatesh Pareek, Parth Patil, Devendra Kanade, Swapnil Tayade
Lecture Notes in Networks and Systems, 2024
Early Phase Detection of Bacterial Blight in Pomegranate Using GAN Versus Ensemble Learning
Premanand Ghadekar, Ubed Shaikh, Rajan Ner, Sanket Patil, Omkar Nimase, Tejas Shinde
Lecture Notes in Networks and Systems, 2024
Improving Anomaly detection in Heterogen eous Graphs using GAN-Enhanced Explainability
Premanand Ghadekar, Harshita Bhagat, Parth More, Vaishali More, Chinmay Saraf, Sarthak Khare
Proceedings International Conference on Computational Intelligence and Networks, 2024
Virtual Reality based 3D Mario-style Game Using Procedural Content Generation and Reinforcement Learning
Premanand Ghadekar, Shravani Phadol, Shubhechhha Mehere, Saloni Khedekar, Prerna Divekar, Rahul Dound
2024 2nd International Conference on Advances in Computation Communication and Information Technology Icaiccit 2024, 2024
Prompt-based Generation of 3D Textured Human with Motion Rigging
Premanand Ghadekar, Ajay Gonepuri, Prathamesh Deshpande, Mayuresh Dharwadkar, Vedant Dhole, Pranav Sonkamble
2024 8th International Conference on Computing Communication Control and Automation Iccubea 2024, 2024
Malnutrition Detection Analysis and Nutritional Treatment Using Ensemble Learning
Premanand Ghadekar, Tejas Adsare, Neeraj Agrawal, Tejas Dharmik, Aishwarya Patil, Sakshi Zod
Communications in Computer and Information Science, 2024
Few Shot Domain Adaptation Using Transformer and GNN-Based Fine Tuning
Premanand Ghadekar, Sumaan Ali, Amogh Dumbre, Aayush Jadhav, Rishikesh Ahire, Aashay Bongulwar
Communications in Computer and Information Science, 2024
Performance Analysis for Diving Sport Using YoLoV8, OpenPose and Fuzzy Logic
Premanand Ghadekar, Harshita Bhagat, Parth More, Vaishali More, Chinmay Saraf, Sarthak Khare
2nd International Conference on Emerging Trends in Information Technology and Engineering Ic Etite 2024, 2024
Suspicious Activity Detection in Adverse Weather Conditions using YOLOv7
15th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2024, 2024
Partial Hand Sign Recognition and Sentence Construction for Diverse Age Groups using VGG19 and Seq2Seq
Premanand Ghadekar, Pratik Dhame, Soham Dixit, Arpit Patil, Rushikesh Sanjekar, Siddhesh Shinde, Parth More
2nd International Conference on Emerging Trends in Information Technology and Engineering Ic Etite 2024, 2024
Text to High Quality Image Generation Using Diffusion Model and Visual Transformer
Premanand Ghadekar, Darshan Bachhav, Kartik Rupualiha, Aditya Akangire, Abdul Mueed, Sarthak Akkarbote, Ankit Singh
Communications in Computer and Information Science, 2024
Early Disease Detection in Wildlife by Analysing Behavior and Weather Conditions Using Image Processing and Deep Learning
Premanand P. Ghadekar, Yash Pramod Gaikwad, Ajinkya Ghansham Ghusarkar, Girish Anil Nikam, Sourabh Bholanath Shintre, Atharva Rajesh Thokal
2024 International Conference on Emerging Smart Computing and Informatics Esci 2024, 2024
Transformer Based Text Summary Generation for Videos
Premanand Ghadekar, Dhruva Khanwelkar, Harsh More, Chirag Vaswani, Nirvisha Soni, Juhi Rajani
Proceedings 2024 International Conference on Current Trends in Advanced Computing Icctac 2024, 2024
Generating 3D Models for Prototyping of Virtual Environments using NeRF
Premanand Ghadekar, Ajay Gonepuri, Prathamesh Deshpande, Vedant Dhole, Mayuresh Dharwadkar, Pranav Sonkamble, Chinmay Saraf
2nd International Conference on Emerging Trends in Information Technology and Engineering Ic Etite 2024, 2024
Idiopathic Pulmonary Fibrosis Prognosis
Premanand Ghadekar, Azfar Uzair, Aashay More, Pranav Ratnaparkhi, Swetank Raj, Prathamesh Yadav
Aip Conference Proceedings, 2023
Athlete Injury Prediction Using Classification Algorithm
Premanand Ghadekar, Shreyas Mendhekar, Vallabh Niturkar, Sanika Salunke, Abhinav Shambharkar, Bhagwat Shinde
Aip Conference Proceedings, 2023
Predictive Maintenance on Turbo Fan Dataset Using Deep Learning
Premanand Ghadekar, Anuja Dargode, Jayesh Deshmukh, Amit Jaisinghani, Madhuri Jadhav, Aditya Nimbalkar
Aip Conference Proceedings, 2023
Efficient classification, detection and analysis of submerged marine debris
Premanand Ghadekar, Akash Dhadiwal, Aditya Shinde, Dheeraj Sharma, Shreyas Khare, Raunak Agrawal
Aip Conference Proceedings, 2023
ASR for Indian Regional Language using Nvidia’s NeMo toolkit
Premanand Ghadekar, Khushi Jhanwar, Akash Sivanandan, Tanishka Shetty, Ameya Karpe, Prannay Khushalani
Aip Conference Proceedings, 2023
Efficient diagnosis and ICU patient monitoring model
Machine Learning for Healthcare Systems Foundations and Applications, 2023
Video Regeneration Using Image Diffusion Model
Premanand Ghadekar, Srushtiraj Patil, Hiranmayee Sant
2023 International Conference on Data Science Agents and Artificial Intelligence Icdsaai 2023, 2023
Comparative Analysis of LSTM, GRU and Transformer Models for German to English Language Translation
Premanand Ghadekar, Neel Malwatkar, Nikhil Sontakke, Nirvisha Soni
2023 3rd Asian Conference on Innovation in Technology Asiancon 2023, 2023
Adaptive Blockchain Solution to Fight Against Financial Corruption in an Organization
Premanand Ghadekar, Tejas Kachare, Sagar Sikchi, Talib Hussain, Pradunya Maladhari
Lecture Notes in Networks and Systems, 2023
Cyber Intrusion Detection Using a Boosting Ensemble of Neural Networks
Premanand Ghadekar, Amrut Bhagwat, Kunal Jadhav, Aditya Kirar, Ankit Singh
Lecture Notes in Networks and Systems, 2023
Audio Based Text Summarization Using Natural Language Processing
Premanand Ghadekar, Divsehaj Singh Anand, Aryan Kumar Gupta, Preeti Oswal, Dheeraj Sharma, Shreyas Khare
Lecture Notes in Electrical Engineering, 2023
Waste Classification and Its Analysis Using RCNN Algorithm
Premanand Ghadekar, Aniket Joshi, Prasanna Kshirsagar, Shubhankar Gupta, Mohammad Raza, Anagha Gajaralwar
2023 International Conference on Data Science Agents and Artificial Intelligence Icdsaai 2023, 2023
Neural Style Transfer—Parameter Optimization Including Performance, Loss Function and Security
Premanand Ghadekar, Ayushi Khare, Aslaan Mulla, Atman Naik, Sanskruti Bahure, Akshay Bargaje
Lecture Notes in Networks and Systems, 2023
Voice Cloning and Forgery Detection Using WaveGAN and SpecGAN
Premanand Ghadekar, Kartik Rajput, Harsh Dhabekar, Pushkar Helge, Harshit Mundhra, Chetanya Rathi
2023 7th International Conference on Computing Communication Control and Automation Iccubea 2023, 2023
Bi-LSTM based Interdependent Prediction of Physiological Signals
Premanand Ghadekar, Aashay Bongulwar, Aayush Jadhav, Rishikesh Ahire, Amogh Dumbre, Sumaan Ali
2023 International Conference on Emerging Smart Computing and Informatics Esci 2023, 2023
Effective Mid-Day Meal Analysis Depending on Children’s Needs using Machine Learning
14th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2023, 2023
Ensemble Approach to Solve Multiple Skin Disease Classification Using Deep Learning
Premanand Ghadekar, Aashay Bongulwar, Aayush Jadhav, Rishikesh Ahire, Amogh Dumbre, Sumaan Ali
Proceedings IEEE International Conference on Device Intelligence Computing and Communication Technologies Dicct 2023, 2023
Non-Facial Video Spatiotemporal Forensic Analysis Using Deep Learning Techniques
Premanand Ghadekar, Vaibhavi Shetty, Prapti Maheshwari, Raj Shah, Anish Shaha, Vaishnav Sonawane
Proceedings of Engineering and Technology Innovation, 2023
Fish Species Classification, Disease Prediction and Predictive Health Analytics
14th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2023, 2023
A Semi-Supervised GAN Architecture for Video Classification
Premanand Ghadekar, Dhruva Khanwelkar, Nirvisha Soni, Harsh More, Juhi Rajani, Chirag Vaswani
2023 International Conference on Advances in Intelligent Computing and Applications Aicaps 2023, 2023
ASR for Indian Regional Languages Using Fine-Tuned Wav2Vec2 Model
Premanand Ghadekar, Khushi Jhanwar, Ameya Karpe, Akash Sivanandan, Tanishka Shetty, Prannay Khushalani
Lecture Notes in Electrical Engineering, 2023
Unique Identification of Whales and Dolphins
14th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2023, 2023
3D Image Classification Based on Multi View CNN Using 2D Images
Premanand Ghadekar, Mrugakshi Deshmukh, Shreyash Deshmukh, Devansh Jangid, Dhanashree Dewalkar, Rushikesh Dighole
Proceedings 2023 3rd International Conference on Innovative Sustainable Computational Technologies Cisct 2023, 2023
A Semantic Approach for Automated Hiring using Artificial Intelligence & Computer Vision
Premanand Ghadekar, Aadesh Kabra, Ketan Gangwal, Atharv Kinage, Kirti Agarwal, Kshitij Chaudhari
2023 IEEE 8th International Conference for Convergence in Technology I2ct 2023, 2023
Customer Transactional Analysis along with Customer Segmentation and Feedback Analysis
14th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2023, 2023
Ensemble Learning Approach for Anomaly Detection in Crowd Scene Classification
Premanand Ghadekar, Tejas Adsare, Neeraj Agrawal, Tejas Dharmik, Aishwarya Patil, Sakshi Zod
Proceedings of IEEE 2023 5th International Conference on Advances in Electronics Computers and Communications Icaecc 2023, 2023
Improved Helmet Detection Model Using YOLOv5
Premanand Ghadekar, Shreyas Mendhekar, Vallabh Niturkar, Sanika Salunke, Abhinav Shambharkar, Kshitij Taley
Lecture Notes in Networks and Systems, 2023
VR for automobile customization and its feedback analysis
Premanand Ghadekar, Khushi Jhanwar, Ameya Karpe, Tanishka Shetty, Akash Sivanandan, Prannay Khushalani
2023 International Conference on Advances in Intelligent Computing and Applications Aicaps 2023, 2023
A Comprehensive Approach to Aquatic Environment Monitoring: IoT-based Smart Aquarium System
Premanand Ghadekar, Sarthak Khare, Dhawal Sakharwade, Chinmay Saraf, Pranav Sonkamble, Amruta Amune
2023 International Conference on Advances in Computation Communication and Information Technology Icaiccit 2023, 2023
Improving Image Quality of Noisy Images Through Denoising and Style GAN Technique
Premanand Ghadekar, Ayush Gundawar, Somesh Kamnapure, Devang Manjramkar, Ishan Gujarathi, Dhananjay Deore
2023 7th International Conference on Computing Communication Control and Automation Iccubea 2023, 2023
Sentence Meaning Similarity Detector Using FAISS
Premanand P. Ghadekar, Sahil Mohite, Omkar More, Praiwal Patil, Sayantika, Shubham Mangrule
2023 7th International Conference on Computing Communication Control and Automation Iccubea 2023, 2023
Smart Recycling Robot: Vision-Driven Autonomous Water Bottle Collection System using YOLOv5
Premanand Ghadekar, Yash Shaligram, Vaishnavi Shimpi, Omkar Shingade, Shristi Singh, Shiya Thakur
2023 International Conference on Advances in Computation Communication and Information Technology Icaiccit 2023, 2023
Text Data Augmentation Using Generative Adversarial Networks, Back Translation and EDA
Premanand Ghadekar, Manomay Jamble, Aditya Jaybhay, Bhavesh Jagtap, Aniruddha Joshi, Harshwardhan More
Communications in Computer and Information Science, 2023
Predictive analysis of multiple diseases using ensemble learning
Premanand Ghadekar, Khushi Jhanwar, Ameya Karpe, Tanishka Shetty, Akash Sivanandan, Prannay Khushalani
Assic 2022 Proceedings International Conference on Advancements in Smart Secure and Intelligent Computing, 2022
Fundamental Analysis of Equity Instruments Using an Entity Embedding Neural Network
Premanand Ghadekar, Chirag Vaswani, Dhruva Khanwelkar, Harsh More, Nirvisha Soni, Juhi Rajani
Assic 2022 Proceedings International Conference on Advancements in Smart Secure and Intelligent Computing, 2022
Galaxy Classification Using Deep Learning
Premanand Ghadekar, Kunal Chanda, Sakshi Manmode, Sanika Rawate, Shivam Chaudhary, Resham Suryawanshi
Communications in Computer and Information Science, 2022
Mergers and Acquisitions Prediction using Hybrid-Machine Learning and Deep Learning Approach
Premanand Ghadekar, Prasanna Akolkar, Divsehaj Anand, Preeti Oswal, Sara Dixit, Naman Chandak
7th IEEE International Conference on Recent Advances and Innovations in Engineering Icraie 2022 Proceedings, 2022
Stylized NFT Progressive Neural Paintings using Brush Stroke prediction
Premanand Ghadekar, Prapti Maheshwari, Raj Shah, Anish Shaha, Vaishnav Sonawane, Vaibhavi Shetty
Assic 2022 Proceedings International Conference on Advancements in Smart Secure and Intelligent Computing, 2022
Facial Expression Recognition Based on Deep Learning-Deep Convolutional Neural Network
Premanand Ghadekar, Aryan Kumar Gupta, Joydeep Datta, Gurdeep Singh, Divsehaj Singh Anand, Preeti Oswal, Dheeraj Sharma, Shreyas Khare
7th IEEE International Conference on Recent Advances and Innovations in Engineering Icraie 2022 Proceedings, 2022
Unsupervised Image Generation and Manipulation Using Deep Convolutional Adversarial Networks
Premanand Ghadekar, Shaunak Joshi, Yogini Kokate, Harshada Kude
Advances in Intelligent Systems and Computing, 2021
Digital image retrieval based on selective conceptual based features for important documents
Premanand Ghadekar, Sushmita Kaneri, Adarsh Undre, Atul Jagtap
Lecture Notes on Data Engineering and Communications Technologies, 2021
Artistic Media Stylization and Identification Using Convolution Neural Networks
Premanand Ghadekar, Shaunak Joshi, Yogini Kokate, Harshada Kude
Advances in Intelligent Systems and Computing, 2021
Histopathological Cancer Detection using Deep Learning
Premanand Ghadekar, Aneesh Khandelwal, Prateek Roy, Abhijeet Gawas, Chaitanya Joshi
Proceedings 2021 1st IEEE International Conference on Artificial Intelligence and Machine Vision Aimv 2021, 2021
Deep Learning model for diagnosis and report generation of lethal chest diseases using X-rays
Premanand Ghadekar, Anuj Jevrani, Sanjana Dumpala, Sanchit Dass, Aman Pandey, Raksha Bansal
Proceedings 2021 1st IEEE International Conference on Artificial Intelligence and Machine Vision Aimv 2021, 2021
Web-Based Real-Time Gesture Recognition with Voice
Ghadekar Premanand Pralhad, S. Abhishek, Tejas Kachare, Om Deshpande, Rushikesh Chounde, Prachi Tapadiya
Communications in Computer and Information Science, 2021
Automatic Digitization of Engineering Diagrams using Intelligent Algorithms
Premanand Ghadekar, Shaunak Joshi, Debabrata Swain, Biswaranjan Acharya, Manas Ranjan Pradhan, Pramoda Patro
Journal of Computer Science, 2021
Voice Controlled Augmented Reality for Real Estate
Ghadekar Premanand Pralhad, S. Abhishek, Rushikesh Chounde, Tejas Kachare, Om Deshpande, Prachi Tapadiya
Proceedings 2021 1st IEEE International Conference on Artificial Intelligence and Machine Vision Aimv 2021, 2021
Real-Time Hands-Free Mouse Control for Disabled
Premanand Ghadekar, Pragya Korpal, Pooja Chendake, Raksha Bansal, Apurva Pawar, Siddhi Bhor
Advances in Intelligent Systems and Computing, 2021
Prediction and Classification of Biased and Fake News Using NLP and Machine Learning Models
Premanand Ghadekar, Mohit Tilokchandani, Anuj Jevrani, Sanjana Dumpala, Sanchit Dass, Nikhil Shinde
Advances in Intelligent Systems and Computing, 2021
Dyslexia Prediction Using Machine Learning
Ghadekar Premanand Pralhad, Anshul Joshi, Mukul Chhipa, Sumant Kumar, Gourav Mishra, Mini Vishwakarma
Proceedings 2021 1st IEEE International Conference on Artificial Intelligence and Machine Vision Aimv 2021, 2021
Physics-based dynamic texture analysis and synthesis model using GPU
Premanand Pralhad Ghadekar
Iet Image Processing, 2020
UDHR - Unified Decentralized Health Repository
Premanand P. Ghadekar, Anant Dhok, Anuj Khandelwal, Ayush Tejwani, Sonica Kulkarni, Srivallabh Mangrulkar
Communications in Computer and Information Science, 2020
Image-based product recommendations using market basket analysis
Premanand Ghadekar, Anay Dombe
Proceedings 2019 5th International Conference on Computing Communication Control and Automation Iccubea 2019, 2019
Acceleration of browsing by combining ethernet and WiFi networks
Isha Potnis, Premanand Ghadekar, Shrinivas Gutte, Yash Solanki
Proceedings 2019 5th International Conference on Computing Communication Control and Automation Iccubea 2019, 2019
Secure access control to IoT devices using blockchain
International Journal of Recent Technology and Engineering, 2019
Content Based Facial Emotion Recognition Model using Machine Learning Algorithm
Ranjana.S. Jadhav, Premanand Ghadekar
2018 International Conference on Advanced Computation and Telecommunication Icacat 2018, 2018
Handwritten Digit and Letter Recognition Using Hybrid DWT-DCT with KNN and SVM Classifier
Preman Ghadekar, Shubham Ingole, Dhruv Sonone
Proceedings 2018 4th International Conference on Computing Communication Control and Automation Iccubea 2018, 2018
Modeling nonlinear dynamic textures using isomap with gpu
Premanand Ghadekar
Communications in Computer and Information Science, 2018
Higher-Order Nonlinear Analysis with Core Tensor and Frame-Wise Approach for Dynamic Texture Synthesis
Premanand P. Ghadekar, Nilkanth B. Chopade
Advances in Intelligent Systems and Computing, 2018
Efficient face and facial expression recognition model
Premanand P Ghadekar, Hanan Ali Alrikabi, Nilkanth B Chopade
Proceedings 2nd International Conference on Computing Communication Control and Automation Iccubea 2016, 2017
Modelling Nonlinear Dynamic Textures using Hybrid DWT–DCT and Kernel PCA with GPU
Premanand Pralhad Ghadekar, Nilkanth Bhikaji Chopade
Journal of the Institution of Engineers India Series B, 2016
Nonlinear dynamic texture analysis and synthesis using different types of KPCA
Premanand P Ghadekar, Nilesh A Parmar, Nilkanth B Chopade
Proceedings IEEE International Conference on Information Processing Icip 2015, 2016
Content based dynamic texture analysis and synthesis based on SPIHT with GPU
Preman, Premanand Ghadekar, Nilkanth B. Chopade
Journal of Information Processing Systems, 2016
Nonlinear dynamic texture analysis and synthesis by using discrete wavelet transform and different color coding
P.P. Ghadekar, N.B. Chopade
Iet Conference Publications, 2013

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