Pattern Recognition and Machine Intelligence: 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part I (Lecture Notes in Computer Science)

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 Identity Independent Face Anti-spoofing Based on Random Scan Patterns (Kannan Karthik, Balaji Rao Katika)....Pages 3-12 Automatic Attribute Profiles for Spectral-Spatial Classification of Hyperspectral Images (Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra)....Pages 13-21 Enhanced Depression Detection from Facial Cues Using Univariate Feature Selection Techniques (Swati Rathi, Baljeet Kaur, R. K. Agrawal)....Pages 22-29 Trustworthy Cloud Federation Through Cooperative Game Using QoS Assessment (Shanmugam Udhayakumar, Tamilselvan Latha)....Pages 30-37 Incremental k-Means Method (Rabinder Kumar Prasad, Rosy Sarmah, Subrata Chakraborty)....Pages 38-46 Modified FP-Growth: An Efficient Frequent Pattern Mining Approach from FP-Tree (Shafiul Alom Ahmed, Bhabesh Nath)....Pages 47-55 Link Weight Prediction for Directed WSN Using Features from Network and Its Dual (Ritwik Malla, S. Durga Bhavani)....Pages 56-64 An Ensemble Learning Based Author Identification System (Ankita Dhar, Himadri Mukherjee, Sk. Md. Obaidullah, Kaushik Roy)....Pages 65-73 Comparison of the Airline Networks of India with ANI Based on Network Parameters (Dimpee Baruah, Ankur Bharali)....Pages 74-81 Spectral Feature Based Kannada Dialect Classification from Stop Consonants (Nagaratna B. Chittaragi, Pradyoth Hegde, Siva Krishna P. Mothukuri, Shashidhar G. Koolagudi)....Pages 82-90 Incorporation of Neighborhood Concept in Enhancing SOM Based Multi-label Classification (Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya)....Pages 91-99 Front Matter ....Pages 101-101 Prediction of Performance Indexes in CNC Milling Using Regression Trees (Kannadasan Kalidasan, Damodar Reddy Edla, Annushree Bablani)....Pages 103-110 Dyscalculia Detection Using Machine Learning (Alka Subramanyam, Sonakshi Jyrwa, Juhi M. Bansinghani, Sarthak J. Dadhakar, Trena V. Dhingra, Umesh R. Ramchandani et al.)....Pages 111-120 Temporal Dynamics of the Brain Using Variational Bayes Hidden Markov Models: Application in Autism (Preetam Srikar Dammu, Raju Surampudi Bapi)....Pages 121-130 Robust Identification of Dense or Sparse Crowd Based on Classifier Fusion (Saikat Dutta, Soumya Kanti Naskar, Sanjoy Kumar Saha, Bhabatosh Chanda)....Pages 131-139 Sustained Self-Supervised Pretraining for Temporal Order Verification (Himanshu Buckchash, Balasubramanian Raman)....Pages 140-149 Retraining Conditions: How Much to Retrain a Network After Pruning? (Soumya Sara John, Deepak Mishra, J. Sheeba Rani)....Pages 150-160 M-ary Random Forest (Vikas Jain, Ashish Phophalia)....Pages 161-169 Exponentially Weighted Random Forest (Vikas Jain, Jaya Sharma, Kriti Singhal, Ashish Phophalia)....Pages 170-178 Instance Ranking Using Data Complexity Measures for Training Set Selection (Junaid Alam, T. Sobha Rani)....Pages 179-188 Front Matter ....Pages 189-189 A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images (Uday Kiran Challa, Pavankumar Yellamraju, Jignesh S. Bhatt)....Pages 191-199 Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks (Somsukla Maiti, Prashant Gidde, Sumeet Saurav, Sanjay Singh, Dhiraj, Santanu Chaudhury)....Pages 200-208 Dual CNN Models for Unsupervised Monocular Depth Estimation (Vamshi Krishna Repala, Shiv Ram Dubey)....Pages 209-217 Deep CNN for Single Image Super Resolution Using Skip Connections (Sathisha Basavaraju, Smriti Bahuguna, Sibaji Gaj, Arijit Sur)....Pages 218-225 Detection of Image Manipulations Using Siamese Convolutional Neural Networks (Aniruddha Mazumdar, Jaya Singh, Yosha Singh Tomar, P. K. Bora)....Pages 226-233 DaNSe: A Dilated Causal Convolutional Network Based Model for Load Forecasting (Kakuli Mishra, Srinka Basu, Ujjwal Maulik)....Pages 234-241 Multichannel CNN for Facial Expression Recognition (Prapti Trivedi, Purva Mhasakar, Sujata, Suman K. Mitra)....Pages 242-249 Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks (Ronak Gupta, Prashant Anand, Vinay Kaushik, Santanu Chaudhury, Brejesh Lall)....Pages 250-259 Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image (Manoj Sharma, Avinash Upadhyay, Ajay Pratap Singh, Megh Makwana, Swati Bhugra, Brejesh Lall et al.)....Pages 260-268 3D-GCNN - 3D Object Classification Using 3D Grid Convolutional Neural Networks (Rishabh Tigadoli, Ramesh Ashok Tabib, Adarsh Jamadandi, Uma Mudenagudi)....Pages 269-276 A New Steganalysis Method Using Densely Connected ConvNets (Brijesh Singh, Prasen Kumar Sharma, Rupal Saxena, Arijit Sur, Pinaki Mitra)....Pages 277-285 Semi-supervised Multi-category Classification with Generative Adversarial Networks (Reshma Rastogi, Ritesh Gangnani)....Pages 286-294 Front Matter ....Pages 295-295 A Soft Computing Approach for Optimal Design of a DC-DC Buck Converter (Barnam Jyoti Saharia, Nabin Sarmah)....Pages 297-305 MR_IMQRA: An Efficient MapReduce Based Approach for Fuzzy Decision Reduct Computation (Kiran Bandagar, Pandu Sowkuntla, Salman Abdul Moiz, P. S. V. S. Sai Prasad)....Pages 306-316 Finding Optimal Rough Set Reduct with A* Search Algorithm (Abhimanyu Bar, Anil Kumar, P. S. V. S. Sai Prasad)....Pages 317-327 Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm (Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham)....Pages 328-336 Image Registration Using Single Swarm PSO with Refined Search Space Exploration (P. N. Maddaiah, P. N. Pournami)....Pages 337-346 Shuffled Particle Swarm Optimization for Energy Efficiency Using Novel Fitness Function in WSN (Amruta Lipare, Damodar Reddy Edla)....Pages 347-355 An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku (D. Srivatsa, T. P. V. Krishna Teja, Ilam Prathyusha, G. Jeyakumar)....Pages 356-364 A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm (M. T. Indu, K. Somasundaram, C. Shunmuga Velayutham)....Pages 365-374 An Evolutionary Approach to Multi-point Relays Selection in Mobile Ad Hoc Networks (Alok Singh, Wilson Naik Bhukya)....Pages 375-384 An Aggregated Rank Removal Heuristic Based Adaptive Large Neighborhood Search for Work-over Rig Scheduling Problem (Naveen Shaji, Cheruvu Syama Sundar, Bhushan Jagyasi, Sushmita Dutta)....Pages 385-394 Front Matter ....Pages 395-395 Unsupervised Detection of Active, New, and Closed Coal Mines with Reclamation Activity from Landsat 8 OLI/TIRS Images (Jit Mukherjee, Jayanta Mukherjee, Debashish Chakravarty, Subhas Aikat)....Pages 397-404 Extraction and Identification of Manipuri and Mizo Texts from Scene and Document Images (Loitongbam Sanayai Meetei, Thoudam Doren Singh, Sivaji Bandyopadhyay)....Pages 405-414 Fast Geometric Surface Based Segmentation of Point Cloud from Lidar Data (Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda S. Chowdhury, Sanjoy Kumar Saha)....Pages 415-423 Class Similarity Based Orthogonal Neighborhood Preserving Projections for Image Recognition (Purvi A. Koringa, Suman K. Mitra)....Pages 424-432 Identification of Articulated Components in 3D Digital Objects Using Curve Skeleton (Sharmistha Mondal, Nilanjana Karmakar, Arindam Biswas)....Pages 433-441 EAI-NET: Effective and Accurate Iris Segmentation Network (Sanyam Rajpal, Debanjan Sadhya, Kanjar De, Partha Pratim Roy, Balasubramanian Raman)....Pages 442-451 Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification (Nimrabanu Memon, Samir B. Patel, Dhruvesh P. Patel)....Pages 452-460 Multi-scale Attention Aided Multi-Resolution Network for Human Pose Estimation (Srinika Selvam, Deepak Mishra)....Pages 461-472 Detection of Splicing Forgery Using CNN-Extracted Camera-Specific Features (Shiv Kumar Tiwari, Aniruddha Mazumdar, P. K. Bora)....Pages 473-481 Multi-focus Image Fusion Using Sparse Representation and Modified Difference (Amit Vishwakarma, M. K. Bhuyan, Debajit Sarma, Kangkana Bora)....Pages 482-489 Usability of Foldscope in Food Quality Assessment Device (Sumona Biswas, Shovan Barma)....Pages 490-498 Learning Based Image Selection for 3D Reconstruction of Heritage Sites (Ramesh Ashok Tabib, Abhay Kagalkar, Abhijeet Ganapule, Ujwala Patil, Uma Mudenagudi)....Pages 499-506 Local Contrast Phase Descriptor for Quality Assessment of Fingerprint Images (Ram Prakash Sharma, Somnath Dey)....Pages 507-514 A Polynomial Surface Fit Algorithm for Filling Holes in Point Cloud Data (Vishwanath S. Teggihalli, Ramesh Ashok Tabib, Adarsh Jamadandi, Uma Mudenagudi)....Pages 515-522 Sparsity Regularization Based Spatial-Spectral Super-Resolution of Multispectral Imagery (Helal Uddin Mullah, Bhabesh Deka, Trishna Barman, A. V. V. Prasad)....Pages 523-531 Quantum Image Edge Detection Based on Four Directional Sobel Operator (Rajib Chetia, S. M. B. Boruah, S. Roy, P. P Sahu)....Pages 532-540 Texture Image Retrieval Using Multiple Filters and Decoded Sparse Local Binary Pattern (Rakcinpha Hatibaruah, Vijay Kumar Nath, Deepika Hazarika)....Pages 541-550 An Approach of Transferring Pre-trained Deep Convolutional Neural Networks for Aerial Scene Classification (Nilakshi Devi, Bhogeswar Borah)....Pages 551-558 Encoding High-Order Statistics in VLAD for Scalable Image Retrieval (Alexy Bhowmick, Sarat Saharia, Shyamanta M. Hazarika)....Pages 559-566 Image-Based Analysis of Patterns Formed in Drying Drops (Anusuya Pal, Amalesh Gope, Germano S. Iannacchione)....Pages 567-574 A Two Stage Framework for Detection and Segmentation of Writing Events in Air-Written Assamese Characters (Ananya Choudhury, Kandarpa Kumar Sarma)....Pages 575-586 Modified Parallel Tracking and Mapping for Augmented Reality as an Alcohol Deterrent (Prabhanshu Purwar, M. K. Bhuyan, Kangkana Bora, Debajit Sarma)....Pages 587-595 Detection of Handwritten Document Forgery by Analyzing Writers’ Handwritings (Priyanka Roy, Soumen Bag)....Pages 596-605 Exploring Convolutional Neural Network for Multi-spectral Face Recognition (Anish K. Prabhu, Narayan Vetrekar, R. S. Gad)....Pages 606-613 Superpixel Correspondence for Non-parametric Scene Parsing of Natural Images (Veronica Naosekpam, Alexy Bhowmick, Shyamanta M. Hazarika)....Pages 614-622 Power Line Segmentation in Aerial Images Using Convolutional Neural Networks (Sumeet Saurav, Prashant Gidde, Sanjay Singh, Ravi Saini)....Pages 623-632 Back Matter ....Pages 633-637 This book constitutes the proceedings of the 6th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015. The total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. They were organized in topical sections named: foundations of machine learning; image processing; image retrieval; image tracking; pattern recognition; data mining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence