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ORCID4th RTIP2R 2021: Msida, Malta
- KC Santosh
, Ravindra S. Hegadi, Umapada Pal:
Recent Trends in Image Processing and Pattern Recognition - 4th International Conference, RTIP2R 2021, Msida, Malta, December 8-10, 2021, Revised Selected Papers. Communications in Computer and Information Science 1576, Springer 2022, ISBN 978-3-031-07004-4
Healthcare: Medical Imaging and Informatics
- Zhiyun Xue, Peng Guo, Sandeep Angara, Anabik Pal, Jose Jeronimo, Kanan T. Desai, Olusegun Kayode Ajenifuja, Clement Akinfolarin Adepiti, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani:
Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. 3-13 - Debasmita Ghosh Roy, P. A. Alvi:
Detection of Male Fertility Using AI-Driven Tools. 14-25 - Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani:
An Empirical Study of Vision Transformers for Cervical Precancer Detection. 26-32 - KC Santosh, Supriti Ghosh:
CheXNet for the Evidence of Covid-19 Using 2.3K Positive Chest X-rays. 33-41 - Milon Biswas, Md. Kawsher Mahbub, Md. Abdul Mozid Miah:
An Enhanced Deep Convolution Neural Network Model to Diagnose Alzheimer's Disease Using Brain Magnetic Resonance Imaging. 42-52 - Dattatray I. Navale, Darshan D. Ruikar, Dattatray D. Sawat, Parshuram M. Kamble, Kavita V. Houde, Ravindra S. Hegadi:
Automatic Knee Osteoarthritis Stages Identification. 53-60 - Anila Glory H., S. Meghana, J. S. Kesav Kumar, V. S. Shankar Sriram:
Stacked Dark COVID-Net: A Multi-class Multi-label Classification Approach for Diagnosing COVID-19 Using Chest X-Ray Images. 61-75 - Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano, Francisco García, Mark Schiffman, Sameer K. Antani:
Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. 76-84 - Sushma V. Chaugule, V. S. Malemath:
Osteoarthritis Detection Using Densely Connected Neural Network. 85-92 - KC Santosh, Shotabdi Roy, Siva Allu:
Generic Foreign Object Detection in Chest X-rays. 93-104 - Sk Md Obaidullah, Himadri Mukherjee, Ankita Dhar, Teresa Gonçalves, KC Santosh, Kaushik Roy:
Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups. 105-116
Computer Vision and Pattern Recognition
- Edgar S. Correa, Carlos A. Parra, Pedro R. Vizcaya, Francisco Carlos Calderon, Julián D. Colorado:
Complex Object Detection Using Light-Field Plenoptic Camera. 119-133 - Divyagna Bavikadi, A. Manjunatha, Abhishek Pol, Akshat Kadam, Prajakta Kulkarni, Aparna Singh, Parshuram M. Kamble, Ravindra S. Hegadi:
Real-Time Face Recognition for Organisational Attendance Systems. 134-145 - Nico Kling, Chantal Runte, Sajal Kabiraj, Christian-Andreas Schumann:
Harnessing Sustainable Development in Image Recognition Through No-Code AI Applications: A Comparative Analysis. 146-155 - Mohan Bhandari, Pramod Parajuli, Pralhad Chapagain, Loveleen Gaur:
Evaluating Performance of Adam Optimization by Proposing Energy Index. 156-168 - Afeeza Ali, Vivek Singh Baghel, Surya Prakash:
An Alignment-Free Fingerprint Template Protection Technique Based on Minutiae Triplets. 169-182 - Naveed Khan, Zeeshan Tariq, Aftab Ali, Sally I. McClean, Paul N. Taylor, Detlef D. Nauck:
Early Prediction of Complex Business Processes Using Association Rule Based Mining. 183-194 - Vijay Prakash, Lalit Garg, Elena Fomiceva, Sergio Vega Pineda, Alex Navia Santos, Seema Bawa:
A Framework for Masked-Image Recognition System in COVID-19 Era. 195-209 - Masum Shah Junayed, Md Baharul Islam:
A Deep-Learning Based Automated COVID-19 Physical Distance Measurement System Using Surveillance Video. 210-222 - Aryan Vikas Jain, Shubham Chakrabarti, Lalit Garg:
Face Mask Detection Using Deep Hybrid Network Architectures. 223-233 - M. S. Greeshma, V. R. Bindu:
A Super Feature Transform for Small-Size Image Forgery Detection. 234-246
Document Analysis and Recognition
- Rakesh Kummari, Chakravarthy Bhagvati:
UHTelHwCC: A Dataset for Telugu Off-line Handwritten Character Recognition. 249-262 - Rupali S. Patil, Satish R. Kolhe:
Inflectional and Derivational Hybrid Stemmer for Sentiment Analysis: A Case Study with Marathi Tweets. 263-279 - Parshuram M. Kamble, Darshan D. Ruikar, Kavita V. Houde, Ravindra S. Hegadi:
Adaptive Threshold-Based Database Preparation Method for Handwritten Image Classification. 280-288 - Mohammad Idrees Bhat, B. Sharada, Manish Kumar Sinha:
A Graph-Based Holistic Recognition of Handwritten Devanagari Words: An Approach Based on Spectral Graph Embedding. 289-301
Signal Processing and Machine Learning
- Rajkumar Saini, Sameer Prabhu, Richa Upadhyay, Sumit Rakesh, Prakash Chandra Chhipa, Hamam Mokayed, Marcus Liwicki, Foteini Liwicki:
Imagined Object Recognition Using EEG-Based Neurological Brain Signals. 305-319 - Hermann Yepdjio Nkouanga, Szilárd Vajda:
A Fast and Efficient K-Nearest Neighbor Classifier Using a Convex Envelope. 320-329 - Rantu Buragohain, R. Aditya Reddy, Yenduri Venkatesh, Gudmalwar Ashishkumar Prabhakar, Ch. V. Rama Rao:
Single Channel Speech Enhancement Using Masking Based on Sinusoidal Modeling. 330-337 - Amandeep Sinha, S. Hemanth Kumar, Gudmalwar Ashishkumar Prabhakar, Ch V. Rama Rao:
Extraction of Temporal Features on Fibonacci Space for Audio Based Vehicle Classification. 338-345 - Tanya Pandhi, Teghdeep Kapoor, Bharat Gupta:
An Improved Technique for Preliminary Diagnosis of COVID-19 via Cough Audio Analysis. 346-360
Satellite Imaging and Remote Sensing
- Pranesh Kulkarni, Medha Wyawahare, Atharva Karwande, Tejas Kolhe, Soham Kamble, Akshay Joshi:
Agricultural Field Analysis Using Satellite Hyperspectral Data and Autoencoder. 363-375 - Sandeep V. Gaikwad, Amol D. Vibhute, Karbhari V. Kale:
Development of NDVI Prediction Model Using Artificial Neural Networks. 376-384 - K. V. Arya, Suggula Jagadeesh:
Time Series Forecasting of Soil Moisture Using Satellite Images. 385-397
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