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ORCIDICPR 2024: Kolkata, India, Workshops and Challenges - Part V
- Shivakumara Palaiahnakote, Stephanie Schuckers, Jean-Marc Ogier, Prabir Bhattacharya, Umapada Pal
, Saumik Bhattacharya:
Pattern Recognition. ICPR 2024 International Workshops and Challenges - Kolkata, India, December 1, 2024, Proceedings, Part V. Lecture Notes in Computer Science 15618, Springer 2025, ISBN 978-3-031-88219-7
W14
- Suzan Anwar, Mardin Anwer, Daniah Al-Nadawi:
DeepFake Technology for Breast Cancer Dataset Generation Using Autoencoders and Deep Neural Networks. 3-21 - Suzan Anwar, Arthur Rahming, Mikea Fernander, Otito Udedibor, Shereen Ali:
Breast Cancer Diagnosing System: Using a Rough Set-Ensemble Classifier Approach. 22-35 - Bushra Abro, Piyar Ali Jatoi, Muhammad Zakir Shaikh, Enrique Nava Baro, Bhawani Shankar Chowdhry, Mariofanna G. Milanova:
Towards Smarter Road Maintenance: YOLOv7-Seg for Real-Time Detection of Surface Defects. 36-54 - Vaibhav C. Gandhi, Dhruvi Thakkar, Mariofanna Milanova:
Unveiling Alzheimer's Progression: AI-Driven Models for Classifying Stages of Cognitive Impairment Through Medical Imaging. 55-87 - Nisha Saini, Jitender Kumar:
Edge Computing: Virtualization Techniques for Performance Optimization and Management Analysis. 88-98 - Zvetomira Svetleff:
Exploring Personalized AI-Driven Literacy Programs for ESL Learners: Insights from Neuromarketing. 99-106 - Aatif Muhammad Althaf, Md. Samin Morshed, Md Rizwanul Kabir, Mariofanna G. Milanova, John R. Talburt:
Semantic Entity Resolution on Synthetic Datasets: A Transformer-Centric Approach. 107-116 - Daniel Davis, Mariofanna Milanova:
Large Language Models for Classification of Functional and Nonfunctional Requirements. 117-126 - Kumud Singh Altmayer, Mariofanna Milanova:
Deep Neural Network with RIS-Powered Wireless Communication Systems for Channel Modeling. 127-133 - Seema Kumari, Rekha Yadav:
High-Speed Non-volatile Spintronics Memory with Low Power. 134-144 - Mehmet Erdal, Sascha Gruss, Steffen Walter, Friedhelm Schwenker:
ModMix: Data Augmentation for Multimodal Pain Detection. 145-155
W15
- Kunal Deo, Deval Samirbhai Mehta, Kshitij S. Jadhav:
One Shot GANs for Long Tail Problem in Skin Lesion Dataset Using Novel Content Space Assessment Metric. 159-175 - Roomani Srivastava, R. Murali, Meena Jain, Kshitij S. Jadhav:
Interpretable Machine Learning Model for Data Driven Classification of Oral Health Related Quality of Life in Patients with Type 2 Diabetes Mellitus. 176-192 - Xuanhe Er, Mahmoud Khattab, Iman Yi Liao, Amr Ahmed, Jia-Wern Pan, Haslina Makmur:
Conditional Diffusion-Based Virtual Staining: A Promising Solution for Histopathological Image-to-Image Translation. 193-207 - M. Serdar Nazli, Yasemin Turkan, Faik Boray Tek, Devrim Toslak, Mehmet Bulut, Fatih Arpaci, Mevlüt Celal Öcal:
Retinal Disease Diagnosis in OCT Scans Using a Foundational Model. 208-220 - Reza Basiri, Ali Abedi, Chau Nguyen, Milos R. Popovic, Shehroz S. Khan:
UlcerGPT: A Multimodal Approach Leveraging Large Language and Vision Models for Diabetic Foot Ulcer Image Transcription. 221-232 - Subhash Chandra Pal, Dimitrios Toumpanakis, Johan Wikström, Chirag Kamal Ahuja, Robin Strand, Ashis Kumar Dhara:
Context-Aware Preprocessing Method for Reduction of Volume of Interest Towards Quantification of Pre and Post-treatment Intracranial Aneurysms in MRA. 233-242 - Swagata Kundu, Dimitrios Toumpanakis, Johan Wikström, Robin Strand, Ashis Kumar Dhara:
CAST: Channel Aware Swin Transformers for Post-operative Glioblastoma Segmentation. 243-257 - Zolbayar Shagdar, Seyed Ali Amirshahi, Kiran B. Raja:
A Graph Neural Network for Facial Palsy and Paresis Evaluation. 258-269
W18
- Simone Sarti, Eugenio Lomurno, Matteo Matteucci:
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-objective Neural Architecture Search. 273-288 - Usman Syed, Federico Cunico, Uzair Khan, Eros Radicchi, Francesco Setti, Adolfo Speghini, Paolo Marone, Filiberto Semenzin, Marco Cristani:
Material Synthesis Through Simulations Guided by Machine Learning: A Position Paper. 289-303 - Saomyaraj Jha, Samruddhi M. Kolekar, Samprit Bose, Maheshkumar H. Kolekar, Debabrata Swain:
Smart Grid Energy Management: Leveraging Bidirectional LSTM and Attention Mechanism for Accurate Forecasting. 304-318 - Pulkit Dwivedi, Benazir Islam:
Energy-Aware Adaptive Transfer Learning with Augmentation (EATL-A). 319-334 - Sudhanshu Rai, Samir Malakar, Dilip K. Prasad:
DNA Fragmentation Estimation Using Light-Weight Deep Learning Model. 335-349 - Iqra Qasim, Alexander Horsch, Dilip K. Prasad:
SeqToFunc - From Sequence to Protein Function Prediction Using Language Modeling. 350-362
W20
- Bidossessi Emmanuel Agossou, Marius Pedersen, Kiran B. Raja, Anuja Vats, Pål Anders Floor:
Influence of Color Correction on Pathology Detection in Capsule Endoscopy. 365-379 - Ema Macedo, Helder Araújo, Pedro Henriques Abreu:
Study the Capacity of Deep Learning Techniques Information Generalization Using Capsule Endoscopic Images. 380-394 - Anjali Sarvaiya, Jay Kadel, Kishor P. Upla, Kiran B. Raja, Marius Pederson:
TUDASR - Transformer Based Unsupervised Domain Adaptive Super-Resolution for Wireless Capsule Endoscopy. 395-409
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