Pattern Recognition and Machine Intelligence: 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part II

Description

The two-volume set of LNCS 11941 and 11942 constitutes the refereed proceedings of the 8th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2019, held in Tezpur, India, in December 2019. The 131 revised full papers presented were carefully reviewed and selected from 341 submissions. They are organized in topical sections named: Pattern Recognition; Machine Learning; Deep Learning; Soft and Evolutionary Computing; Image Processing; Medical Image Processing; Bioinformatics and Biomedical Signal Processing; Information Retrieval; Remote Sensing; Signal and Video Processing; and Smart and Intelligent Sensors. Front Matter ....Pages i-l Front Matter ....Pages 1-1 On the Study of Childhood Medulloblastoma Auto Cell Segmentation from Histopathological Tissue Samples (Daisy Das, Lipi B. Mahanta)....Pages 3-12 Automated Counting of Platelets and White Blood Cells from Blood Smear Images (Lipi B. Mahanta, Kangkana Bora, Sourav Jyoti Kalita, Priyangshu Yogi)....Pages 13-20 An Efficient Method for Automatic Recognition of Virus Particles in TEM Images (Debamita Kumar, Pradipta Maji)....Pages 21-31 Detection of Necrosis in Mice Liver Tissue Using Deep Convolutional Neural Network (Nilanjana Dutta Roy, Arindam Biswas, Souvik Ghosh, Rajarshi Lahiri, Abhijit Mitra, Manabendra Dutta Choudhury)....Pages 32-40 Bayesian Deep Learning for Deformable Medical Image Registration (Vijay S. Deshpande, Jignesh S. Bhatt)....Pages 41-49 Design and Analysis of an Isotropic Wavelet Features-Based Classification Algorithm for Adenocarcinoma and Squamous Cell Carcinoma of Lung Histological Images (Manas Jyoti Das, Lipi B. Mahanta)....Pages 50-60 Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections (Abhirup Banerjee, Robin P. Choudhury, Vicente Grau)....Pages 61-69 Group-Sparsity Based Compressed Sensing Reconstruction for Fast Parallel MRI (Sumit Datta, Bhabesh Deka)....Pages 70-77 Sparse Representation Based Super-Resolution of MRI Images with Non-Local Total Variation Regularization (Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan)....Pages 78-86 QIBDS Net: A Quantum-Inspired Bi-Directional Self-supervised Neural Network Architecture for Automatic Brain MR Image Segmentation (Debanjan Konar, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi)....Pages 87-95 Colonoscopic Image Polyp Classification Using Texture Features (Pradipta Sasmal, M. K. Bhuyan, Kangkana Bora, Yuji Iwahori, Kunio Kasugai)....Pages 96-101 Front Matter ....Pages 103-103 GRaphical Footprint Based Alignment-Free Method (GRAFree) for Classifying the Species in Large-Scale Genomics (Aritra Mahapatra, Jayanta Mukherjee)....Pages 105-112 Density-Based Clustering of Functionally Similar Genes Using Biological Knowledge (Namrata Pant, Sushmita Paul)....Pages 113-121 Impact of the Continuous Evolution of Gene Ontology on Similarity Measures (Madhusudan Paul, Ashish Anand, Saptarshi Pyne)....Pages 122-129 DEGnet: Identifying Differentially Expressed Genes Using Deep Neural Network from RNA-Seq Datasets (Tulika Kakati, Dhruba K. Bhattacharyya, Jugal K. Kalita)....Pages 130-138 Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes (Indrajit Saha, Somnath Rakshit, Michal Denkiewicz, Jnanendra Prasad Sarkar, Debasree Maity, Ujjwal Maulik et al.)....Pages 139-146 Deep Learning Based Fully Automated Decision Making for Intravitreal Anti-VEGF Therapy (Simran Barnwal, Vineeta Das, Prabin Kumar Bora)....Pages 147-155 Biomarker Identification for ESCC Using Integrative DEA (Pallabi Patowary, Dhruba K. Bhattacharyya, Pankaj Barah)....Pages 156-164 Critical Gene Selection by a Modified Particle Swarm Optimization Approach (Biswajit Jana, Sriyankar Acharyaa)....Pages 165-175 Neuronal Dendritic Fiber Interference Due to Signal Propagation (Satyabrat Malla Bujar Baruah, Plabita Gogoi, Soumik Roy)....Pages 176-183 Two-Class in Silico Categorization of Intermediate Epileptic EEG Data (Abhijit Dasgupta, Ritankar Das, Losiana Nayak, Ashis Datta, Rajat K. De)....Pages 184-192 Employing Temporal Properties of Brain Activity for Classifying Autism Using Machine Learning (Preetam Srikar Dammu, Raju Surampudi Bapi)....Pages 193-200 Time-Frequency Analysis Based Detection of Dysrhythmia in ECG Using Stockwell Transform (Yengkhom Omesh Singh, Sushree Satvatee Swain, Dipti Patra)....Pages 201-209 Block-Sparsity Based Compressed Sensing for Multichannel ECG Reconstruction (Sushant Kumar, Bhabesh Deka, Sumit Datta)....Pages 210-217 A Dynamical Phase Synchronization Based Approach to Study the Effects of Long-Term Alcoholism on Functional Connectivity Dynamics (Abir Chowdhury, Biswadeep Chakraborty, Lidia Ghosh, Dipayan Dewan, Amit Konar)....Pages 218-226 Front Matter ....Pages 227-227 RBM Based Joke Recommendation System and Joke Reader Segmentation (Navoneel Chakrabarty, Srinibas Rana, Siddhartha Chowdhury, Ronit Maitra)....Pages 229-239 TagEmbedSVD: Leveraging Tag Embeddings for Cross-Domain Collaborative Filtering (M. Vijaikumar, Shirish Shevade, M. N. Murty)....Pages 240-248 On Applying Meta-path for Network Embedding in Mining Heterogeneous DBLP Network (Akash Anil, Uppinder Chugh, Sanasam Ranbir Singh)....Pages 249-257 An Improved Approach for Sarcasm Detection Avoiding Null Tweets (Santosh Kumar Bharti, Korra Sathya Babu, Sambit Kumar Mishra)....Pages 258-266 A Grammar-Driven Approach for Parsing Manipuri Language (Yumnam Nirmal, Utpal Sharma)....Pages 267-274 Query Expansion Using Information Fusion for Effective Retrieval of News Articles (G. Savitha, Sriramkumar Thamizharasan, Rajendra Prasath)....Pages 275-284 A Hybrid Framework for Improving Diversity and Long Tail Items in Recommendations (Pragati Agarwal, Rama Syamala Sreepada, Bidyut Kr. Patra)....Pages 285-293 Prioritized Named Entity Driven LDA for Document Clustering (Durgesh Kumar, Sanasam Ranbir Singh)....Pages 294-301 Context-Aware Reasoning Framework for Multi-user Recommendations in Smart Home (Nisha Pahal, Parul Jain, Ruchika Saxena, Abhinesh Srivastava, Santanu Chaudhury, Brejesh Lall)....Pages 302-310 Sentiment Analysis of Financial News Using Unsupervised and Supervised Approach (Anita Yadav, C. K. Jha, Aditi Sharan, Vikrant Vaish)....Pages 311-319 Finding Active Experts for Question Routing in Community Question Answering Services (Dipankar Kundu, Rajat Kumar Pal, Deba Prasad Mandal)....Pages 320-327 Front Matter ....Pages 329-329 Stacked Autoencoder Based Feature Extraction and Superpixel Generation for Multifrequency PolSAR Image Classification (Tushar Gadhiya, Sumanth Tangirala, Anil K. Roy)....Pages 331-339 Land Cover Classification Using Ensemble Techniques (Hemani I. Parikh, Samir B. Patel, Vibha D. Patel)....Pages 340-349 A Supervised Band Selection Method for Hyperspectral Images Based on Information Gain Ratio and Clustering (Sonia Sarmah, Sanjib K. Kalita)....Pages 350-358 Remote Sensing Image Retrieval via Symmetric Normal Inverse Gaussian Modeling of Nonsubsampled Shearlet Transform Coefficients (Hilly Gohain Baruah, Vijay Kumar Nath, Deepika Hazarika)....Pages 359-368 Perception Based Navigation for Autonomous Ground Vehicles (Akshat Mandloi, Hire Ronit Jaisingh, Shyamanta M. Hazarika)....Pages 369-376 Automatic Target Recognition from SAR Images Using Capsule Networks (Rutvik Shah, Akshit Soni, Vinod Mall, Tushar Gadhiya, Anil K. Roy)....Pages 377-386 Front Matter ....Pages 387-387 Hiding Audio in Images: A Deep Learning Approach (Rohit Gandikota, Deepak Mishra)....Pages 389-399 Investigating Feature Reduction Strategies for Replay Antispoofing in Voice Biometrics (Sapan H. Mankad, Sanjay Garg, Megh Patel, Harshil Adalja)....Pages 400-408 Seismic Signal Interpretation for Reservoir Facies Classification (Pallabi Saikia, Deepankar Nankani, Rashmi Dutta Baruah)....Pages 409-417 Analysis of Speech Source Signals for Detection of Out-of-breath Condition (Sibasis Sahoo, Samarendra Dandapat)....Pages 418-426 Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach (Himadri Mukherjee, Ankita Dhar, Sk. Md. Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy)....Pages 427-435 Novel Teager Energy Based Subband Features for Audio Acoustic Scene Detection and Classification (Madhu R. Kamble, Maddala Venkata Siva Krishna, Aditya Krishna Sai Pulikonda, Hemant A. Patil)....Pages 436-444 Audio Replay Attack Detection for Speaker Verification System Using Convolutional Neural Networks (P. J. Kemanth, Sujata Supanekar, Shashidhar G. Koolagudi)....Pages 445-453 Inverse Filtering Based Feature for Analysis of Vowel Nasalization (Debasish Jyotishi, Samarendra Dandapat)....Pages 454-461 Iris Recognition by Learning Fragile Bits on Multi-patches using Monogenic Riesz Signals (B. H. Shekar, Sharada S. Bhat, Leonid Mestetsky)....Pages 462-471 Shouted and Normal Speech Classification Using 1D CNN (Shikha Baghel, Mrinmoy Bhattacharjee, S. R. M. Prasanna, Prithwijit Guha)....Pages 472-480 Quantitative Analysis of Cognitive Load Test While Driving in a VR vs Non-VR Environment (Zeeshan Qadir, Eashita Chowdhury, Lidia Ghosh, Amit Konar)....Pages 481-489 Multipath Based Correlation Filter for Visual Object Tracking (Himadri Sekhar Bhunia, Alok Kanti Deb, Jayanta Mukhopadhyay)....Pages 490-498 Multiple Object Detection in \(360^{\circ }\) Videos for Robust Tracking (V. Vineeth Kumar, Shanthika Naik, Polisetty L. Sarvani, Shreya M. Pattanshetti, Uma Mudenagudi, Meena Maralappanavar et al.)....Pages 499-506 Improving Change Detection Using Centre-Symmetric Local Binary Patterns (Rimjhim Padam Singh, Poonam Sharma)....Pages 507-514 A Multi-tier Fusion Strategy for Event Classification in Unconstrained Videos (Prithwish Jana, Swarnabja Bhaumik, Partha Pratim Mohanta)....Pages 515-524 Visual Object Tracking Using Perceptron Forests and Optical Flow (Gaurav Nakum, Prithwijit Guha, Rashmi Dutta Baruah)....Pages 525-532 Front Matter ....Pages 533-533 Fabrication and Physical Characterization of Different Layers of CNT-BioFET for Creatinine Detection (Kshetrimayum Shalu Devi, Gaurav Keshwani, Hiranya Ranjan Thakur, Jiten Chandra Dutta)....Pages 535-542 Long Term Drift Observed in ISFET Due to the Penetration of H+ Ions into the Oxide Layer (Chinmayee Hazarika, Sujan Neroula, Santanu Sharma)....Pages 543-553 Modelling and Simulation of a Patch Electrode Multilayered Capacitive Sensor (Mukut Senapati, Partha Pratim Sahu)....Pages 554-560 Systematic Design of Approximate Adder Using Significance Based Gate-Level Pruning (SGLP) for Image Processing Application (Sisir Kumar Jena, Santosh Biswas, Jatindra Kumar Deka)....Pages 561-570 Syringe Based Automated Fluid Infusion System for Surface Plasmon Resonance Microfluidic Application (Surojit Nath, Kristina Doley, Ritayan Kashyap, Biplob Mondal)....Pages 571-578 Back Matter ....Pages 579-583