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10th PReMI 2023: Kolkata, India
- Pradipta Maji
, Tingwen Huang
, Nikhil R. Pal
, Santanu Chaudhury
, Rajat K. De
:
Pattern Recognition and Machine Intelligence - 10th International Conference, PReMI 2023, Kolkata, India, December 12-15, 2023, Proceedings. Lecture Notes in Computer Science 14301, Springer 2023, ISBN 978-3-031-45169-0
Pattern Recognition
- Atanu Dey, Mamata Jenamani, Arijit De
:
An Efficient Approach for Findings Document Similarity Using Optimized Word Mover's Distance. 3-11 - Kakuli Mishra, Srinka Basu, Ujjwal Maulik:
Aggregate Load Forecasting in Residential Smart Grids Using Deep Learning Model. 12-19 - Vasilii A. Gromov
, Quynh Nhu Dang
:
Spot the Bot: Distinguishing Human-Written and Bot-Generated Texts Using Clustering and Information Theory Techniques. 20-27 - Binoy Saha
, Sukhendu Das
:
Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information. 28-37 - Oshin Dutta, Tanu Kanvar, Sumeet Agarwal:
Search-Time Efficient Device Constraints-Aware Neural Architecture Search. 38-48 - Pankajbhai Narodia Parth, Kamalika Bhattacharjee:
Gödel Number Based Encoding Technique for Effective Clustering. 49-58
Machine Learning
- P. Sudhakar
, K. Sreenivasa Rao
, Pabitra Mitra
:
Unsupervised Discovery of Recurring Spoken Terms Using Diagonal Patterns. 61-69 - Saumya Gandhi, Aayush Fadia, Ritik Agrawal, Surbhi Agrawal, Praveen Kumar:
MuOE: A Multi-task Ordinality Aware Approach Towards Engagement Detection. 70-79 - Ranjani Niranjan
, Sachit Rao
:
Handling Small Disjuncts and Class Skew Using Sequential Ellipsoidal Partitioning. 80-88 - Preetam Chayan Chatterjee
, Partha Bhowmick
:
Error-Bounded Bimodal Isotropic Remeshing Using Curvature Map and Voronoi Tessellation. 89-97 - Chandrima Debnath, Debashree Guha, Swati Rani Hait, Soumita Guria, Debjani Chakraborty:
Multi-criteria Decision-Making Based Classifier Ensemble by Using Prioritized Aggregation Operator. 98-105 - Mrinmay Sen, C. Krishna Mohan, A. Kai Qin:
Federated Optimization with Linear-Time Approximated Hessian Diagonal. 106-113
Deep Learning
- Tamizharasan Kanagamani, Madhuvanthi Muliya, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ramshekhar N. Menon:
Oscillatory Network and Deep Value Network Based Memory Replay Model of Hippocampus. 117-127 - Anvaya Rai, Brejesh Lall, Astha Zalani, Raghwender Prakash, Shikha Srivastava:
Statistically Matched DWT Based Novel DNN Framework for Visual SLAM. 128-136 - Suyash Saxena
, Varun Singh Negi
, Kolin Paul:
Compression of Large LSTM Networks for Inference on Space Constraint Systems. 137-146 - Bhuvanagiri V. Hari Priya, B. Sirisha:
Deep Adaptive Pix-2-Pix Conditional Generative Adversarial Networks for Semantic Segmentation of Medium Resolution Google Earth Imagery. 147-156 - Nazir Shabbir, Ranjeet Kr. Rout, Saiyed Umer, Partha Pratim Mohanta:
Fine-Grained Attribute-Object Feature Representation in Compositional Zero-Shot Learning. 157-165 - Biswajit Patra
, Dakshina Ranjan Kisku
:
Precise and Faster Image Description Generation with Limited Resources Using an Improved Hybrid Deep Model. 166-175
Statistical Learning
- Nirjhar Das, Arpan Chattopadhyay:
Inverse Reinforcement Learning with Constraint Recovery. 179-188 - Jainendra Prakash
, Mrinmoy Ghorai
, Rakesh Kumar Sanodiya:
Transfer Learning: Kernel-Based Domain Adaptation with Distance-Based Penalization. 189-198 - Ashish Kumar Gupta
, Meghna Barnwal
, Deepak Mishra
:
A Contrastive Learning Approach for Infrared-Visible Image Fusion. 199-208 - Rangachary Kommanduri
, Mrinmoy Ghorai
:
A Supervised Approach for Efficient Video Anomaly Detection Using Transfer Learning. 209-217 - Amit Soni Arya
, Shreyanshu Thakur, Sushanta Mukhopadhyay:
Deep Sparse Representation Learning for Multi-class Image Classification. 218-227 - Subhrasankar Chatterjee
, Subrata Pain, Debasis Samanta:
A Novel Graph Representation Learning Approach for Visual Modeling Using Neural Combinatorial Optimization. 228-237
Cognitive Computing
- Km Poonam, Aayush Prasad, Rajlakshmi Guha, Aritra Hazra, P. P. Chakrabarti:
Explainable Decision Tree-Based Screening of Cognitive Impairment Leveraging Minimal Neuropsychological Tests. 241-251 - Somsukla Maiti, Akshansh Gupta:
Semi-supervised Contrastive Regression for Estimation of Eye Gaze. 252-259 - S. Akshay
, P. Kavya Bijith, S. Sanjana, Joseph Amudha
:
iBEHAVE: Behaviour Analysis Using Eye Gaze Metrices. 260-269 - Sarthak Akre
, Nilesh Palandurkar
, Akshat Iyengar, Gourav Chayande, Praveen Kumar
:
EngageDat-vL: A Multimodal Engagement Dataset Comprising of Emotional, Cognitive, and Behavioral Cues in Virtual Learning Environment. 270-278 - S. Akshay
, B. Shreyas Bhargav, Joseph Amudha
:
iGAME: Cognitive Game Analysis Through Eye Movements of the Player. 279-288 - Sweta Kaman
, Ankita Sharma
, Romi Banerjee
:
Cortical Circuits of Context Adaptability: Understanding the Neurobehavioral Mechanisms Underlying Flexible Behavior. 289-298
Computational Intelligence
- Pratheesh Suresh, Debanjan Sadhya, Amitesh Singh Rajput:
Generation of Multi-Layered QR Codes with Efficient Compression. 301-311 - Avinash Dixit
, Vinay Kulkarni, Vinod V. Reddy:
Analysis of Segmented Spectrograms for Human Activity Recognition via Neural Network. 312-320 - S. Uthiraa, Aditya Pusuluri, Hemant A. Patil:
Modified Group Delay Features for Emotion Recognition. 321-330 - Sergei O. Kuznetsov
, Vasilii A. Gromov
, Nikita S. Borodin
, Andrei M. Divavin:
Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language. 331-339 - Vinnakota Saran Chaitanya
, Sayali Deo, P. Santhi Thilagam
:
User Interest Drift Identification Using Contextual Factors in Implicit Feedback-Based Recommender Systems. 340-347 - Vasilii A. Gromov
, Alexandra S. Kogan
:
Spot the Bot: Coarse-Grained Partition of Semantic Paths for Bots and Humans. 348-355
Medical Imaging
- Komal Kumar, Snehashis Chakraborty
, Sudipta Roy
:
Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging. 359-368 - Moumita Dholey, Ritesh J. M. Santosham, Soumendranath Ray, Jayanta Das, Sanjoy Chatterjee, Rosina Ahmed, Jayanta Mukhopadhyay:
Ensemble Methods with [18F]FDG-PET/CT Radiomics in Breast Cancer Response Prediction. 369-379 - Swagata Kundu
, Subhashis Banerjee, Dimitrios Toumpanakis, Johan Wikström, Robin Strand, Ashis Kumar Dhara:
3-D Attention-SEV-Net for Segmentation of Post-operative Glioblastoma with Interactive Correction of Over-Segmentation. 380-387 - Pranay Nath, Surajit Mondal, Lidia Ghosh
:
Local Binary Pattern Induced Optimized CNN for Brain Tumor Diagnosis from MRI Data. 388-396 - Kaushik Raghavan
, B. Sivaselavan, V. Kamakoti:
iPyrDAE: Image Pyramid-Based Denoising Autoencoder for Infrared Breast Images. 397-406 - Anindita Mohanta, Sourav Dey Roy, Niharika Nath, Mrinal Kanti Bhowmik:
Domain Adapted Few-Shot Learning for Breast Histopathological Image Classification. 407-417 - S. Suba
, Nita Parekh
:
Attention-CNN Model for COVID-19 Diagnosis Using Chest CT Images. 418-427
Image and Video Processing
- Manali Roy
, Susanta Mukhopadhyay
:
Multi-focus Image Fusion Using Reorganized DTT Moments and Sparse Representation. 431-440 - Sanandita Das
, Dibyarup Dutta
, Tanusree Ghosh
, Ruchira Naskar
:
Universal Detection and Source Attribution of Diffusion Model Generated Images with High Generalization and Robustness. 441-448 - Sangramjit Chakraborty
, Monalisha Mahapatra
, Anup Nandy
:
Semi-supervised Video Object Segmentation Using Parallel Coattention Network. 449-456 - Sarosij Bose
, Saikat Sarkar
, Amlan Chakrabarti
:
SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos. 457-464 - Allabakash Ghodesawar, Vinod Patil, Ankit Raichur, Swaroop Adrashyappanamath, Sampada Malagi, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi:
DeFlare-Net: Flare Detection and Removal Network. 465-472 - A. Shrihari
, Prithwijit Guha
, Rishikesh Dilip Kulkarni
:
A Novel Network Architecture for Microplankton Classification in Digital Holographic Images. 473-482 - Srinjoy Bhuiya
, Suchandra Chakraborty
, Subhopriyo Sadhukhan
, Deba Prasad Mandal
, Dinabandhu Bhandari
:
Generation of Data for Training Retinal Image Segmentation Models. 483-491
Computer Vision
- Sougatamoy Biswas
, Anup Nandy
, Asim Kumar Naskar
:
Object Detection with YOLO Model on NAO Humanoid Robot. 495-502 - Sambhunath Biswas, Sabyasachi Moitra:
Scene Estimation for Making Active Decisions. 503-513 - Daniil E. Kirilenko, Alexandr Korchemnyi, Konstantin Smirnov, Alexey K. Kovalev, Aleksandr I. Panov:
Quantized Disentangled Representations for Object-Centric Visual Tasks. 514-522 - Sudipta Bhuyan
, Debashis Sen
, Sankha Deb
:
RGB-D Fusion Based on Fuzzy Optimization for Salient Object Detection. 523-531 - Mahek Jain, Guruprasad Kamat, Rochan Bachari, Vinayak A. Belludi, Dikshit Hegde, Ujwala Patil:
AfforDrive: Detection of Drivable Area for Autonomous Vehicles. 532-539 - Nandini Saini, Chiranjoy Chattopadhyay, Debasis Das:
Revealing the Unseen: A Single-Stage Attention Based Occluded Object Detection Model in Remote Sensing Imagery. 540-547 - Prateek Tewary, Jit Mukherjee
:
A Study of Quantifying the Deviation of Remotely Sensed Objects from Multi-spectral Images. 548-556
Soft Computing
- Sourab Mandal
, Paramartha Dutta
:
Multi-objective Non-overlapping Front Generation: A Pivot-Based Deterministic Non-dominated Sorting Approach. 559-567 - Joy Adhikary, Sriyankar Acharyya:
Elephant Swarm Water Search Algorithm (LESWSA) for Solving Constrained Optimization Problems: A List Based Randomized Approach. 568-576 - Subashis Karmakar, Chiranjib Koley, Aniruddha Sinha, Sanjoy Kumar Saha, Tandra Pal
:
Fuzzy Rule-Based Approach Towards Cognitive Load Measurement During Mental Task Using fNIRS. 577-586 - M. T. Indu
, C. Shunmuga Velayutham
:
A Grammatical Evolution Based Automated Configuration of an Ensemble Differential Evolution Algorithm. 587-596 - Vadlamudi Aadarsh
, P. S. V. S. Sai Prasad
:
Scalable Centroid Based Fuzzy Min-Max Neural Network Ensemble Classifier Using MapReduce. 597-607 - Arunita Das
, Amrita Namtirtha
, Animesh Dutta
:
Membership Adjusted Superpixel Based Fuzzy C-Means for White Blood Cell Segmentation. 608-617
Information Security
- Monika Choudhary, Satyendra Singh Chouhan, Emmanuel Shubhakar Pilli
, Nehul Singh:
MSPIS: Multimodal Suspicious Profile Identification System in Online Social Network. 621-628 - Krishnendu Maity
, Satyam Kumar, Susanta Mukhopadhyay:
Ignore-and-Recalculate Strategy for a Lossless and Low-Cost Secret Image Sharing Scheme. 629-637 - Suman Karan, Suman Kundu
:
Cyberbully: Aggressive Tweets, Bully and Bully Target Profiling from Multilingual Indian Tweets. 638-645 - Ashraf Kamal
, Padmapriya Mohankumar, Vishal Kumar Singh:
Financial Misinformation Detection via RoBERTa and Multi-channel Networks. 646-653 - Arnab Chatterjee
, Subrata Sarkar, Ishan Dutta, Suvamoy Changder
:
Quantum Image Teleportation Based on Probabilistic Bit-Encoding Strategy. 654-662 - Sreeparna Ganguly
, Ankit Mishra
, Imon Mukherjee
:
Annihilation of Image Stegogram Through Deep Texture Extraction Based Sterilization. 663-671
Signal Processing
- Suman Samui
, Soumen Garai
, Anindya Ghosh, Anand Kumar Mukhopadhyay
:
Heterogeneous Stacked Ensemble Framework for Surface Electromyography Signal Classification. 675-682 - Kaushal Kishor, Spoorthy Venkatesh
, Shashidhar G. Koolagudi:
Audio Fingerprinting System to Detect and Match Audio Recordings. 683-690 - Shalini Tomar, Shashidhar G. Koolagudi:
Analysis of Speaker Recognition in Blended Emotional Environment Using Deep Learning Approaches. 691-698 - Rahul Dasharath Gavas, Debatri Chatterjee, Soumya K. Ghosh, Arpan Pal:
Spatiotemporal Co-occurrence Index Using Spatiotemporal Variability Signals. 699-707 - Siddharth Rathod
, Monil Charola
, Hemant A. Patil
:
Noise Robust Whisper Features for Dysarthric Severity-Level Classification. 708-715 - Swapnil Sawalkar, Pinki Roy:
Multilingual Speech Identification Framework (MSIF) A Novel Approach in Language Identification. 716-723 - Krishna Parmar
, Baveet Singh Hora
, Shrey Machhar
, Hemant A. Patil
, Kiran Praveen
, Balaji Radhakrishnan
:
Spoken Language Identification Using Linear Frequency Residual Cepstral Coefficients. 724-733
Computational Neurology
- Sushanta Kumar Sahu
, Ananda S. Chowdhury
:
Multi-modal Multi-class Parkinson Disease Classification Using CNN and Decision Level Fusion. 737-745 - Ashish Kumar, Subashis Karmakar, Isha Agarwal, Tandra Pal
:
Mental Workload Classification with One-Dimensional CNN Using fNIRS Signal. 746-755 - Tonmoya Sarmah
, Dhruba K. Bhattacharyya
:
An Effective Centrality-Based Community Detection Approach Using scRNA-Seq Data for Critical Neuro-Degenerative Diseases. 756-763 - Shipra Swati
, Mukesh Kumar
:
Chronologically Arranged Convolutional Gated Recurrent Network for EEG-Based Schizophrenia Detection. 764-771 - Subrata Pain, Naincy Vimal, Debasis Samanta, Monalisa Sarma:
A Novel Brain Connectivity-Powered Graph Signal Processing Approach for Automated Detection of Schizophrenia from Electroencephalogram Signals. 772-779
Biometrics
- Anushree Basu, Anirban Dasgupta
, Aurobinda Routray, Pabitra Mitra:
FVINet: Translating Thermograms to Facial Vasculature Imprints. 783-790 - Anvaya Rai, Brejesh Lall, Astha Zalani, Raghwender Prakash, Shikha Srivastava:
Enforcement of DNN with LDA-PCA-ELM for PIE Invariant Few-Shot Face Recognition. 791-801 - Shadab Ahmad, Rajarshi Pal, Avatharam Ganivada:
Identifying a Person in Mask: Fusion of Masked Face and Iris. 802-812 - Shivansh Chandra Tripathi
, Rahul Garg
:
A PCA-Based Keypoint Tracking Approach to Automated Facial Expressions Encoding. 813-823 - Santhoshkumar Peddi
, Nishkal Prakash
, Rakesh Krishna Konduru, Alka Ranjan, Debasis Samanta:
A Clustering-Based Approach for the Extraction of ROI from Fingerprint Images. 824-832
Bioinformatics
- Praveen Kumar Vesapogu
, Bapi Raju Surampudi
:
Encoded Deep Vectors for Eukaryotic Exon Prediction. 835-843 - Raihanul Bari Tanvir, Ricardo Ruiz, Samuel Ebert, Masrur Sobhan, Abdullah Al Mamun, Ananda Mohan Mondal:
Quantifying Intratumor Heterogeneity by Key Genes Selected Using Concrete Autoencoder. 844-852 - Pallabi Patowary
, Dhruba K. Bhattacharyya
, Pankaj Barah:
Identification of Potential Prognostic Biomarkers for ESCC Using Single-Cell RNA Sequencing Data Analysis. 853-861 - Debarun Chakraborty, Bhabesh Deka:
Litchi Fruit Instance Segmentation from UAV Sensed Images Using Spatial Attention-Based Deep Learning Model. 862-870 - Anup Kumar Halder
, Abhishek Agarwal
, Sevastianos Korsak
, Karolina Jodkowska
, Dariusz Plewczynski
:
ccLoopER: Deep Prediction of CTCF and cohesin Mediated Chromatin looping Using DNA Transformer Model. 871-878
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