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.
Inhaltsverzeichnis
Pattern Recognition and Machine Learning. - Spatiotemporal Stacked Sequential Learning for Pedestrian Detection. - Social Signaling Descriptor for Group Behaviour Analysis. - A New Smoothing Method for Lexicon-Based Handwritten Text Keyword Spotting. - Empirical Evaluation of Different Feature Representations for Social Circles Detection. - Source-Target-Source Classification Using Stacked Denoising Autoencoders. - On the Impact of Distance Metrics in Instance-Based Learning Algorithms. - Multi-class Boosting for Imbalanced Data. - Computer Vision. - Object Discovery Using CNN Features in Egocentric Videos. - Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study. - Estimation and Tracking of Partial Planar Templates to Improve VSLAM. - Human Centered Scene Understanding Based on 3D Long-Term
Tracking Data. - Fast Head Pose Estimation for Human-Computer Interaction. - Structured Light System Calibration for Perception in Underwater Tanks. - Dense 3D SLAM inDynamic Scenes Using Kinect. - Scene Recognition Invariant to Symmetrical Reflections and Illumination Conditions in Robotics. - System for Medical Mask Detection in the Operating Room Through Facial Attributes. - Image and Signal Processing. - New Method for Obtaining Optimal Polygonal Approximations. - Noise Decomposition Using Polynomial Approximation. - Color Correction for Image Stitching by Monotone Cubic Spline Interpolation. - Structured Output Prediction with Hierarchical Loss Functions for Seafloor Imagery Taxonomic Categorization. - Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction. - Adaptive Line Matching for Low-Textured Images. - Unsupervised Approximation of Digital Planar Curves. - On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition. - Applications. - Improving the Minimum Description Length Inference of Phrase-Based Translation Models. - A Kinect-Based System to Assess Lymphedema Impairments inBreast Cancer Patients. - Arabic Writer Identification Using Local Binary Patterns (LBP) of Handwritten Fragments. - A Fuzzy C-Means Algorithm for Fingerprint Segmentation. - Word-Graph Based Applications for Handwriting Documents: Impact of Word-Graph Size on Their Performances. - Temporal Segmentation of Digital Colposcopies. - Goal-Driven Phenotyping Through Spectral Imaging for Grape Aromatic Ripeness Assessment. - Medical Image. - Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. - Kernel-Based Feature Relevance Analysis for ECG Beat Classification. - Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. - Color Detection in Dermoscopy Images Based on Scarce Annotations. - Pattern Recognition and Machine Learning. - Spectral Clustering Using Friendship Path Similarity. - R-Clustering for Egocentric Video Segmentation. - Applying Basic Features from Sentiment Analysis for Automatic Irony Detection. - Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. - Time-Series Prediction Based on Kernel Adaptive Filtering with Cyclostationary Codebooks. - Latent Topic Encoding for Content-Based Retrieval. - Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise. - Binary and Multi-class Parkinsonian Disorders Classification Using Support Vector Machines. - Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. - Measuring Scene Detection Performance. - Threshold of Graph-Based Volumetric Segmentation. - Brain Neural Data Analysis with Feature Space Defined by Descriptive Statistics. - Extremely Overlapping Vehicle Counting. - Sentence Clustering Using Continuous Vector Space Representation. - Online Learning of Stochastic Bi-automaton to Model Dialogues. - Single-Channel Separation Between Stationary and Non-stationary Signals Using Relevant Information. - Computer Vision. - A New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15). - Escritoire: A Multi-touch Desk with e-Pen Input for Capture, Management and Multimodal Interactive Transcription of Handwritten Documents. - Person Enrollment by Face-Gait Fusion. - Homographic Class Template for Logo Localization and Recognition. - Multimodal Object Recognition Using Random Clustering Trees. - Videogrammetry System for Wind Turbine Vibration Monitoring. - Canonical Views for Scene Recognition in Mobile Robotics. - Crater Detection in Multi-ring Basins of Mercury. - Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets. - Extracting Categories by Hierarchical Clustering Using Global Relational Features. - A Calibration Algorithm for Multi-camera Visual Surveillance Systems Based on Single-View Metrology. - 3D-Guided Multiscale Sliding Window for Pedestrian Detection. - A Feature-Based Gaze Estimation Algorithm for Natural Light Scenarios. - Image and Signal Processing. - Fast Simple Linear Iterative Clustering by Early Candidate Cluster Elimination. - Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition. - PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones. - Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes. - Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity. - Dimension Reduction of Hyperspectral Image with Rare Event Preserving. - Applications. - Clustering of Strokes from Pen-Based Music Notation: An Experimental Study. - Image Analysis-Based Automatic Detection of Transmission Towers Using Aerial Imagery. - A Sliding Window Framework for Word Spotting Based on Word Attributes. - Combining Statistical and Semantic Knowledge for Sarcasm Detection in Online Dialogues. - Estimating Fuel Consumption from GPS Data. - A Bag-of-phonemes Model for Homeplace Classification of Mandarin Speakers. - A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation. - Genetic Seam Carving: A Genetic Algorithm Approach for Content-Aware Image Retargeting. - Analysis of Expressiveness of Portuguese Sign Language Speakers. - Automatic Eye Localization; Multi-block LBP vs. Pyramidal LBP Three-Levels Image Decomposition for Eye Visual Appearance Description. - Clinical Evaluation of an Automatic Method for Segmentation and Characterization of the Thoracic Aorta with and Without Aneurysm Patients. - Combined MPEG7 Color Descriptors for Image Classification: Bypassing the Training Phase. - A Multi-platform Graphical Software for Determining Reproductive
Parameters in Fishes Using Histological Image Analysis.
