Pattern Recognition and Machine Intelligence: 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part IBhabesh Deka, Pradipta Maji, Sushmita Mitra, Dhruba Kumar Bhattacharyya, Prabin Kumar Bora, Sankar Kumar Pal Springer Nature, 25 nov 2019 - 637 pagina's 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. |
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Incremental kMeans Method | 38 |
An Efficient Frequent Pattern Mining Approach from FPTree | 47 |
Link Weight Prediction for Directed WSN Using Features from Network and Its Dual | 56 |
An Ensemble Learning Based Author Identification System | 65 |
Finding Optimal Rough Set Reduct with A Search Algorithm | 317 |
Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm | 328 |
Image Registration Using Single Swarm PSO with Refined Search Space Exploration | 337 |
Shuffled Particle Swarm Optimization for Energy Efficiency Using Novel Fitness Function in WSN | 347 |
An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku | 356 |
A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm | 365 |
An Evolutionary Approach to Multipoint Relays Selection in Mobile Ad Hoc Networks | 375 |
An Aggregated Rank Removal Heuristic Based Adaptive Large Neighborhood Search for Workover Rig Scheduling Problem | 385 |
Comparison of the Airline Networks of India with ANI Based on Network Parameters | 74 |
Spectral Feature Based Kannada Dialect Classification from Stop Consonants | 82 |
Incorporation of Neighborhood Concept in Enhancing SOM Based Multilabel Classification | 91 |
Machine Learning | 100 |
Prediction of Performance Indexes in CNC Milling Using Regression Trees | 103 |
Dyscalculia Detection Using Machine Learning | 111 |
Application in Autism | 121 |
Robust Identification of Dense or Sparse Crowd Based on Classifier Fusion | 131 |
Sustained SelfSupervised Pretraining for Temporal Order Verification | 140 |
How Much to Retrain a Network After Pruning? | 150 |
Mary Random Forest | 161 |
Exponentially Weighted Random Forest | 170 |
Instance Ranking Using Data Complexity Measures for Training Set Selection | 179 |
Deep Learning | 189 |
A Multiclass Deep AllCNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images | 190 |
RealTime Vehicle Detection in Aerial Images Using SkipConnected Convolution Network with Region Proposal Networks | 200 |
Dual CNN Models for Unsupervised Monocular Depth Estimation | 209 |
Deep CNN for Single Image Super Resolution Using Skip Connections | 218 |
Detection of Image Manipulations Using Siamese Convolutional Neural Networks | 226 |
A Dilated Causal Convolutional Network Based Model for Load Forecasting | 234 |
Multichannel CNN for Facial Expression Recognition | 242 |
Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks | 250 |
Gradually Growing Residual and Selfattention Based Dense Deep Back Projection Network for Large Scale SuperResolution of Image | 260 |
3DGCNN 3D Object Classification Using 3D Grid Convolutional Neural Networks | 269 |
A New Steganalysis Method Using Densely Connected ConvNets | 277 |
Semisupervised Multicategory Classification with Generative Adversarial Networks | 286 |
Soft and Evolutionary Computing | 295 |
A Soft Computing Approach for Optimal Design of a DCDC Buck Converter | 297 |
An Efficient MapReduce Based Approach for Fuzzy Decision Reduct Computation | 306 |
Image Processing | 395 |
Unsupervised Detection of Active New and Closed Coal Mines with Reclamation Activity from Landsat 8 OLITIRS Images | 396 |
Extraction and Identification of Manipuri and Mizo Texts from Scene and Document Images | 405 |
Fast Geometric Surface Based Segmentation of Point Cloud from Lidar Data | 415 |
Class Similarity Based Orthogonal Neighborhood Preserving Projections for Image Recognition | 424 |
Identification of Articulated Components in 3D Digital Objects Using Curve Skeleton | 433 |
Effective and Accurate Iris Segmentation Network | 442 |
Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification | 452 |
Multiscale Attention Aided MultiResolution Network for Human Pose Estimation | 461 |
Detection of Splicing Forgery Using CNNExtracted CameraSpecific Features | 473 |
Multifocus Image Fusion Using Sparse Representation and Modified Difference | 482 |
Usability of Foldscope in Food Quality Assessment Device | 490 |
Learning Based Image Selection for 3D Reconstruction of Heritage Sites | 499 |
Local Contrast Phase Descriptor for Quality Assessment of Fingerprint Images | 507 |
A Polynomial Surface Fit Algorithm for Filling Holes in Point Cloud Data | 515 |
Sparsity Regularization Based SpatialSpectral SuperResolution of Multispectral Imagery | 523 |
Quantum Image Edge Detection Based on Four Directional Sobel Operator | 532 |
Texture Image Retrieval Using Multiple Filters and Decoded Sparse Local Binary Pattern | 541 |
An Approach of Transferring Pretrained Deep Convolutional Neural Networks for Aerial Scene Classification | 551 |
Encoding HighOrder Statistics in VLAD for Scalable Image Retrieval | 559 |
ImageBased Analysis of Patterns Formed in Drying Drops | 567 |
A Two Stage Framework for Detection and Segmentation of Writing Events in AirWritten Assamese Characters | 575 |
Modified Parallel Tracking and Mapping for Augmented Reality as an Alcohol Deterrent | 587 |
Detection of Handwritten Document Forgery by Analyzing Writers Handwritings | 596 |
Exploring Convolutional Neural Network for Multispectral Face Recognition | 606 |
Superpixel Correspondence for Nonparametric Scene Parsing of Natural Images | 614 |
Power Line Segmentation in Aerial Images Using Convolutional Neural Networks | 623 |
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