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ORCID8th PReMI 2019: Tezpur, India - Part I
- Bhabesh Deka, Pradipta Maji, Sushmita Mitra, Dhruba Kumar Bhattacharyya, Prabin Kumar Bora, Sankar Kumar Pal:
Pattern Recognition and Machine Intelligence - 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11941, Springer 2019, ISBN 978-3-030-34868-7
Pattern Recognition
- Kannan Karthik, Balaji Rao Katika:
Identity Independent Face Anti-spoofing Based on Random Scan Patterns. 3-12 - Arundhati Das
, Kaushal Bhardwaj, Swarnajyoti Patra:
Automatic Attribute Profiles for Spectral-Spatial Classification of Hyperspectral Images. 13-21 - Swati Rathi, Baljeet Kaur, R. K. Agrawal:
Enhanced Depression Detection from Facial Cues Using Univariate Feature Selection Techniques. 22-29 - Shanmugam Udhayakumar, Latha Tamilselvan:
Trustworthy Cloud Federation Through Cooperative Game Using QoS Assessment. 30-37 - Rabinder Kumar Prasad, Rosy Sarmah, Subrata Chakraborty:
Incremental k-Means Method. 38-46 - Shafiul Alom Ahmed, Bhabesh Nath:
Modified FP-Growth: An Efficient Frequent Pattern Mining Approach from FP-Tree. 47-55 - Ritwik Malla, S. Durga Bhavani:
Link Weight Prediction for Directed WSN Using Features from Network and Its Dual. 56-64 - Ankita Dhar, Himadri Mukherjee, Sk Md Obaidullah, Kaushik Roy:
An Ensemble Learning Based Author Identification System. 65-73 - Dimpee Baruah, Ankur Bharali:
Comparison of the Airline Networks of India with ANI Based on Network Parameters. 74-81 - Nagaratna B. Chittaragi, Pradyoth Hegde, Siva Krishna P. Mothukuri, Shashidhar G. Koolagudi:
Spectral Feature Based Kannada Dialect Classification from Stop Consonants. 82-90 - Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya:
Incorporation of Neighborhood Concept in Enhancing SOM Based Multi-label Classification. 91-99
Machine Learning
- Kannadasan Kalidasan, Damodar Reddy Edla, Annushree Bablani:
Prediction of Performance Indexes in CNC Milling Using Regression Trees. 103-110 - Alka Subramanyam, Sonakshi Jyrwa, Juhi M. Bansinghani, Sarthak J. Dadhakar, Trena V. Dhingra, Umesh R. Ramchandani, Sharmila Sengupta:
Dyscalculia Detection Using Machine Learning. 111-120 - Preetam Srikar Dammu, Raju Surampudi Bapi:
Temporal Dynamics of the Brain Using Variational Bayes Hidden Markov Models: Application in Autism. 121-130 - Saikat Dutta, Soumya Kanti Naskar, Sanjoy Kumar Saha, Bhabatosh Chanda:
Robust Identification of Dense or Sparse Crowd Based on Classifier Fusion. 131-139 - Himanshu Buckchash, Balasubramanian Raman:
Sustained Self-Supervised Pretraining for Temporal Order Verification. 140-149 - Soumya Sara John, Deepak Mishra, J. Sheeba Rani:
Retraining Conditions: How Much to Retrain a Network After Pruning? 150-160 - Vikas Jain, Ashish Phophalia:
M-ary Random Forest. 161-169 - Vikas Jain, Jaya Sharma, Kriti Singhal, Ashish Phophalia:
Exponentially Weighted Random Forest. 170-178 - Junaid Alam, T. Sobha Rani:
Instance Ranking Using Data Complexity Measures for Training Set Selection. 179-188
Deep Learning
- Uday Kiran Challa, Pavankumar Yellamraju, Jignesh S. Bhatt:
A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images. 191-199 - Somsukla Maiti, Prashant Sadashiv Gidde, Sumeet Saurav, Sanjay Singh, Dhiraj, Santanu Chaudhury:
Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks. 200-208 - Vamshi Krishna Repala, Shiv Ram Dubey:
Dual CNN Models for Unsupervised Monocular Depth Estimation. 209-217 - Sathisha Basavaraju, Smriti Bahuguna, Sibaji Gaj, Arijit Sur:
Deep CNN for Single Image Super Resolution Using Skip Connections. 218-225 - Aniruddha Mazumdar, Jaya Singh, Yosha Singh Tomar, Prabin Kumar Bora:
Detection of Image Manipulations Using Siamese Convolutional Neural Networks. 226-233 - Kakuli Mishra, Srinka Basu, Ujjwal Maulik:
DaNSe: A Dilated Causal Convolutional Network Based Model for Load Forecasting. 234-241 - Prapti Trivedi, Purva Mhasakar, Sujata, Suman K. Mitra:
Multichannel CNN for Facial Expression Recognition. 242-249 - Ronak Gupta, Prashant Anand, Vinay Kaushik, Santanu Chaudhury, Brejesh Lall:
Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks. 250-259 - Manoj Sharma, Avinash Upadhyay, Ajay Pratap Singh, Megh Makwana, Swati Bhugra, Brejesh Lall, Santanu Chaudhury, Deepak Mishra, Anil K. Saini:
Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image. 260-268 - Rishabh Tigadoli, Ramesh Ashok Tabib, Adarsh Jamadandi, Uma Mudenagudi:
3D-GCNN - 3D Object Classification Using 3D Grid Convolutional Neural Networks. 269-276 - Brijesh Singh, Prasen Kumar Sharma, Rupal Saxena, Arijit Sur, Pinaki Mitra:
A New Steganalysis Method Using Densely Connected ConvNets. 277-285 - Reshma Rastogi, Ritesh Gangnani:
Semi-supervised Multi-category Classification with Generative Adversarial Networks. 286-294
Soft and Evolutionary Computing
- Barnam Jyoti Saharia, Nabin Sarmah:
A Soft Computing Approach for Optimal Design of a DC-DC Buck Converter. 297-305 - Kiran Bandagar, Pandu Sowkuntla, Salman Abdul Moiz, P. S. V. S. Sai Prasad:
MR_IMQRA: An Efficient MapReduce Based Approach for Fuzzy Decision Reduct Computation. 306-316 - Abhimanyu Bar, Anil Kumar, P. S. V. S. Sai Prasad:
Finding Optimal Rough Set Reduct with A* Search Algorithm. 317-327 - Dhanya M. Dhanalakshmy, G. Jeyakumar, C. Shunmuga Velayutham:
Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm. 328-336 - Pedda Nagyalla Maddaiah, P. N. Pournami:
Image Registration Using Single Swarm PSO with Refined Search Space Exploration. 337-346 - Amruta Lipare, Damodar Reddy Edla:
Shuffled Particle Swarm Optimization for Energy Efficiency Using Novel Fitness Function in WSN. 347-355 - D. Srivatsa, T. P. V. Krishna Teja, Ilam Prathyusha, G. Jeyakumar:
An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku. 356-364 - M. T. Indu, K. Somasundaram, C. Shunmuga Velayutham:
A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm. 365-374 - Alok Singh, Wilson Naik Bhukya:
An Evolutionary Approach to Multi-point Relays Selection in Mobile Ad Hoc Networks. 375-384 - Naveen Shaji, Cheruvu Syama Sundar, Bhushan G. Jagyasi, Sushmita Dutta:
An Aggregated Rank Removal Heuristic Based Adaptive Large Neighborhood Search for Work-over Rig Scheduling Problem. 385-394
Image Processing
- Jit Mukherjee, Jayanta Mukhopadhyay, Debashish Chakravarty, Subhas Aikat:
Unsupervised Detection of Active, New, and Closed Coal Mines with Reclamation Activity from Landsat 8 OLI/TIRS Images. 397-404 - Loitongbam Sanayai Meetei, Thoudam Doren Singh, Sivaji Bandyopadhyay:
Extraction and Identification of Manipuri and Mizo Texts from Scene and Document Images. 405-414 - Aritra Mukherjee, Sourya Dipta Das, Jasorsi Ghosh, Ananda S. Chowdhury, Sanjoy Kumar Saha:
Fast Geometric Surface Based Segmentation of Point Cloud from Lidar Data. 415-423 - Purvi A. Koringa, Suman K. Mitra:
Class Similarity Based Orthogonal Neighborhood Preserving Projections for Image Recognition. 424-432 - Sharmistha Mondal, Nilanjana Karmakar, Arindam Biswas:
Identification of Articulated Components in 3D Digital Objects Using Curve Skeleton. 433-441 - Sanyam Rajpal, Debanjan Sadhya, Kanjar De, Partha Pratim Roy, Balasubramanian Raman:
EAI-NET: Effective and Accurate Iris Segmentation Network. 442-451 - Nimrabanu Memon, Samir B. Patel, Dhruvesh P. Patel:
Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification. 452-460 - Srinika Selvam, Deepak Mishra:
Multi-scale Attention Aided Multi-Resolution Network for Human Pose Estimation. 461-472 - Shiv Kumar Tiwari, Aniruddha Mazumdar, Prabin Kumar Bora:
Detection of Splicing Forgery Using CNN-Extracted Camera-Specific Features. 473-481 - Amit Vishwakarma, Manas Kamal Bhuyan, Debajit Sarma, Kangkana Bora:
Multi-focus Image Fusion Using Sparse Representation and Modified Difference. 482-489 - Sumona Biswas, Shovan Barma:
Usability of Foldscope in Food Quality Assessment Device. 490-498 - Ramesh Ashok Tabib, Abhay Kagalkar, Abhijeet Ganapule, Ujwala Patil, Uma Mudenagudi:
Learning Based Image Selection for 3D Reconstruction of Heritage Sites. 499-506 - Ram Prakash Sharma, Somnath Dey:
Local Contrast Phase Descriptor for Quality Assessment of Fingerprint Images. 507-514 - Vishwanath S. Teggihalli, Ramesh Ashok Tabib, Adarsh Jamadandi, Uma Mudenagudi:
A Polynomial Surface Fit Algorithm for Filling Holes in Point Cloud Data. 515-522 - Helal Uddin Mullah, Bhabesh Deka, Trishna Barman, A. V. V. Prasad:
Sparsity Regularization Based Spatial-Spectral Super-Resolution of Multispectral Imagery. 523-531 - Rajib Chetia, S. M. B. Boruah, Soumik Roy, P. P. Sahu:
Quantum Image Edge Detection Based on Four Directional Sobel Operator. 532-540 - Rakcinpha Hatibaruah, Vijay Kumar Nath, Deepika Hazarika:
Texture Image Retrieval Using Multiple Filters and Decoded Sparse Local Binary Pattern. 541-550 - Nilakshi Devi, Bhogeswar Borah:
An Approach of Transferring Pre-trained Deep Convolutional Neural Networks for Aerial Scene Classification. 551-558 - Alexy Bhowmick, Sarat Saharia, Shyamanta M. Hazarika:
Encoding High-Order Statistics in VLAD for Scalable Image Retrieval. 559-566 - Anusuya Pal, Amalesh Gope, Germano Iannacchione:
Image-Based Analysis of Patterns Formed in Drying Drops. 567-574 - Ananya Choudhury, Kandarpa Kumar Sarma:
A Two Stage Framework for Detection and Segmentation of Writing Events in Air-Written Assamese Characters. 575-586 - Prabhanshu Purwar, Manas Kamal Bhuyan, Kangkana Bora, Debajit Sarma:
Modified Parallel Tracking and Mapping for Augmented Reality as an Alcohol Deterrent. 587-595 - Priyanka Roy, Soumen Bag:
Detection of Handwritten Document Forgery by Analyzing Writers' Handwritings. 596-605 - Anish K. Prabhu, Narayan Vetrekar, Rajendra S. Gad:
Exploring Convolutional Neural Network for Multi-spectral Face Recognition. 606-613 - Veronica Naosekpam, Alexy Bhowmick, Shyamanta M. Hazarika:
Superpixel Correspondence for Non-parametric Scene Parsing of Natural Images. 614-622 - Sumeet Saurav, Prashant Sadashiv Gidde, Sanjay Singh, Ravi Saini:
Power Line Segmentation in Aerial Images Using Convolutional Neural Networks. 623-632
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