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ORCID9th PReMI 2021: Kolkata, India
- Ashish Ghosh
, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal:
Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings. Lecture Notes in Computer Science 13102, Springer 2024, ISBN 978-3-031-12699-4
Image Processing
- Gitam Shikkenawis, Suman K. Mitra, Ashutosh Saxena:
Image Quality Assessment Using Combination of Deep Convolutional Neural Networks. 3-11 - Choudhary Shyam Prakash, Sahani Pooja Jaiprakash, Priyanka, Ishant Soni, Virang R. Patel:
Blind Image Forgery Detection Using LBP and Statistical Moments. 12-21 - B. H. Shekar, Sharada S. Bhat:
Edge Detection in Gray Scale Images Using Partial Sum of Second Order Taylor Series Expansion. 22-31 - Challa Venkatrao, Rajarshi Pal, Ashish Verma, Debashis Sen:
Image Re-attentionizing Using Particle Swarm Optimization. 32-41 - Ankit Shukla, Manoj Sharma, Swati Bhugra, Avinash Upadhyay, Navya Singh, Santanu Chaudhury, Brejesh Lall:
Auto-Encoder Guided Attention Based Network for Hyperspectral Recovery from Real RGB Images. 42-52
Text, Voice and Video Processing
- Amulya Sri Pulijala, Aditya Bhattacharjee, Sakthi Balan Muthiah, Suryakanth V. Gangashetty:
Raga Classification in Carnatic Music Using Audio Thumbnailing. 55-62 - Sonam Gupta, Sukhendu Das:
Wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences. 63-71 - Gauri P. Prajapati, Dipesh K. Singh, Hemant A. Patil:
Voice Privacy Through Time-Scale and Pitch Modification. 72-80 - K. Preetham, D. Arun Arumugham, M. Yogesh Kumar, B. Shameedha Begum:
Abusive Speech Detection and Politeness Transfer. 81-90 - Priyanka Gupta, Siddhant Gupta, Hemant A. Patil:
Voice Liveness Detection Using Bump Wavelet with CNN. 91-98
Bioinformatics
- Devesh Jalan, Priyank Lohariwal, Imran Alam, Aniruddha Sinha, Sanjoy Kumar Saha:
Classification of Task Evoked fMRI Signals Using Temporal Characteristics of Brain Regions. 101-109 - Subin Sahayam, Tutturu Lakshmi Manasa, Umarani Jayaraman:
Ensemble Models for Multi-class Classification of Diabetic Retinopathy. 110-117 - Manaswita Saikia, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Identification of Potential Biomarkers Using Integrative Approach: An Application of ESCC. 118-126 - Madhumita, Sushmita Paul:
Autoencoder Assisted Cancer Subtyping by Integrating Multi-omics Data. 127-136 - Anjan Chowdhury, Rajdeep Chatterjee, Geetanjali Aich, Kuntal Ghosh:
ADHDNet: A DNN Based Framework for Efficient ADHD Detection from fMRI Dataset. 137-147
Deep Learning
- Chakka Sai Pradeep, Neelam Sinha:
Multi-stage Transfer Learning Based Yoga Pose Recognition Using CNN. 151-159 - Anwesha Law, Ratula Ray, Ashish Ghosh:
Autoencoder and Extreme Learning Machine Based Deep Multi-label Classifier. 160-170 - Sai Sree Harsha, Deepak Mishra:
Neural Pooling for Graph Neural Networks. 171-180 - Bhakti Baheti, Shubham Innani, Suhas S. Gajre, Sanjay N. Talbar:
Pedestrian Detection and Movement Direction Recognition with Convolutional Neural Network. 181-189 - Nisarg Vora, Devam Dave, Kathan Shah:
Deep Learning Based Tree Detection and Counting for Remotely Sensed Images. 190-199 - Sucheta Dawn, Monidipa Das, Sanghamitra Bandyopadhyay:
CateReR: A Graph Neural Network-Based Model for Category-Wise Reliability-Aware Recommendation. 200-210
Medical Image Processing
- B. N. Anoop, Saswat Parida, B. Ajith, G. N. Girish, Abhishek R. Kothari, Muthu Subash Kavitha, Jeny Rajan:
Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images. 213-223 - Soarov Chakraborty, K. M. Azharul Hasan, Shourav Paul:
A Reinforcement Learning Framework for Lung Segmentation of COVID-19 and Pneumonia Affected Chest X-Ray Image. 224-232 - Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde:
Deep and Bio-Inspired Spiking Neural Networks Based Optimized Multi-modal Neurological Image Fusion Model. 233-241 - Deepankar Nankani, Shivam Maurya, Rashmi Dutta Baruah:
Model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices. 242-250 - Rahul Roy, Susmita Ghosh:
Speckle De-noising with Local Oriented Structure for Edge Preservation in Ultrasound Images. 251-259
Theory and Models
- K. Z. Najiya, Challa S. Sastry:
Magnetic Resonance Imaging via Weighted ℓ 1-p Minimization. 263-270 - Rama Murthy Garimella, Tata Jagannadha Swamy:
Spherical Separability: Associative Memories. 271-279 - Ramkishore Saravanan, Nikhil Pinnaparaju, Vasudeva Varma:
Addressing Issues in Training Neural Extractive Summarisation Models. 280-288 - Kavit Nanavati, Megha Gupta, Balasubramaniam Jayaram:
Metrics from Fuzzy Implications and Their Application. 289-296 - J. Mercy Faustina, Abhinand Rajagopal, N. Kausik, Pranav Parameshwaran, B. Sivaselvan:
STATS-BERT: An Enhanced BERT Model with Statistical Masking for Improved Transfer Performance. 297-304
Feature Selection
- Vazim Ibrahim, Joseph Suresh Paul:
Super-Resolution Model Using Multi Directional Structure Integrity Prior. 307-316 - Vivek Yelleti, P. S. V. S. Sai Prasad:
Stateful MapReduce Framework for mRMR Feature Selection Using Horizontal Partitioning. 317-327 - Salam Nandakishor, Debadatta Pati:
Analysis of Lombard Effect by Using Hybrid Visual Features for ASR. 328-335 - Ankita Saha, Jayanta Mukhopadhyay, Sudeshna Sarkar, Mahanandeeshwar Gattu:
Adverse Event Classification from Co-prescribed Drugs by Integrating Chemical, Phenotypic and Graph Embedding Features. 336-344 - Shyam Marjit, Upasana Talukdar, Shyamanta M. Hazarika:
Enhancing EEG-Based Emotion Recognition Using MultiDomain Features and Genetic Algorithm Based Feature Selection. 345-353
Biometrics and Dermoscopy
- Ajnas Muhammed, Alwyn Roshan Pais:
A Novel Cancelable Fingerprint Template Generation Mechanism Using Visual Secret Sharing. 357-365 - Rishabh Mamgain, Balasubramanian Raman, Ridhi Arora:
Re-calibrated Attention-Based Deep Learning Technique for Dermoscopic Lesion Segmentation. 366-375 - Ashutosh Anshul, Ashwini Jha, Prayag Jain, Anuj Rai, Ram Prakash Sharma, Somnath Dey:
An Enhanced Generative Adversarial Network Model for Fingerprint Presentation Attack Detection. 376-386 - Shadab Ahmad, Rajarshi Pal, Avatharam Ganivada:
Rank Level Fusion of Multimodal Biometrics Using Particle Swarm Optimization. 387-397
Facial Image Analysis
- Arijeet Choudhury, Ratnakar Dash:
Wavelet Based Convolutional Neural Networks for Face Anti-spoofing. 401-412 - Prerana Mukherjee, Vinay Kaushik, Ronak Gupta, Ritika Jha, Daneshwari Kankanwadi, Brejesh Lall:
MaskMTL: Attribute Prediction in Masked Facial Images with Deep Multitask Learning. 413-421 - Nilu R. Salim, M. Yasolakshmi Sri, Umarani Jayaraman:
Masked Face Detection for Effective COVID-19 Containment: A Light Convolution Neural Network Based Model. 422-429 - Mukku Nisanth Kartheek, Munaga V. N. K. Prasad, Raju Bhukya:
Petersen Graph Based Binary Pattern for Person Independent Facial Expression Recognition. 430-438 - Prithviraj Kanaujia, Pallabi Saikia, Deepankar Nankani:
Restoring Face Occluded Images Using GAN Based Inpainting with Perceptual and Contextual Losses. 439-447
Object and Event Detection
- Zubair Ahmad Lone, Alwyn Roshan Pais:
Salient Object Detection in Hyperspectral Images Using Felzenswalb's Segmentation Algorithm. 451-458 - Savi R. Bhide, Shashwat Jain, Kirti Mandloi, Rahul Jain, Tanishq Shrivastava, Jyoti Tiwari, Soma Saha:
Automated Proctoring Based on Head Orientation Analysis and Object Detection. 459-469 - Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar:
A Hybrid Network for Scanned Floor Plan Image Recognition and Room Labeling. 470-478 - Niranjan, Natesha B. V., M. Rashmi, Ram Mohana Reddy Guddeti:
An Effective Real-Time Surveillance System for Fire and Smoke Detection Using CNN. 479-487 - Rahul Dasharath Gavas, Soumya Kanti Ghosh, Arpan Pal:
Spatial-SMOTE: An Approach for Handling Class Imbalance in Spatial Time Series Data. 488-497 - Seemandhar Jain, Prarthi Jain, Abhishek Srivastava:
An Efficient Anomaly Detection Approach Using Cube Sampling with Streaming Data. 498-505
Pattern Recognition
- Sandeep Nagar, Prateek Pani, Raj Nair, Girish Varma:
Automated Seed Quality Testing System Using GAN and Active Learning. 509-519 - Reshma Rastogi, Sweta Sharma, Suresh Chandra:
Stochastic Quasi-Newton Minimum Complexity Machine for Pattern Classification. 520-528 - Sunil Kumar Vengalil, Neelam Sinha:
Semi-supervised Learning Using Variational Autoencoder - A Cluster Based Approach. 529-536 - V. Padma, Chakravarthy Bhagvati:
Non-episodic Variational Discriminative Few-Shot Classifier. 537-544 - Suparna Dutta, Monidipa Das:
PReLim: A Modeling Paradigm for Remote Sensing Image Scene Classification Under Limited Labeled Samples. 545-555
Machine Learning Applications
- Neelofar Hassan, Chiranjoy Chattopadhyay:
Towards Automatic Defect Detection in Sugarcane Billets from Images. 559-567 - Prerana Mukherjee, Manoj Sharma, Megh Makwana, Ajay Pratap Singh, Avinash Upadhyay, Akkshita Trivedi, Brejesh Lall, Santanu Chaudhury:
DSAL-GAN: Denoising Based Saliency Prediction with Generative Adversarial Networks. 568-576 - Sakshi Parashar, Namita Mittal:
Legal Case Retrieval Using SVM Classifier. 577-585 - Harshal Adhav, Vikram Singh:
Modeling Topic Evolution to Steer Interactive Information Search. 586-596 - K. N. Gagandeep, Atharv R. Belagali, M. Rashmi, Ram Mohana Reddy Guddeti:
Interactive System for Toddlers Using Doodle Recognition. 597-606 - Satanik Mitra, Mamata Jenamani:
HORIE: Helpfulness of Online Reviews with Improved Embedding. 607-616
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