Pattern Recognition and Machine Intelligence 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Kryszkiewicz, Marzena (Επιμελητής έκδοσης), Bandyopadhyay, Sanghamitra (Επιμελητής έκδοσης), Rybinski, Henryk (Επιμελητής έκδοσης), Pal, Sankar K. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Lecture Notes in Computer Science, 9124
• Θέματα: Computer science.; Computers.; Data mining.; Artificial intelligence.; Pattern recognition.; Bioinformatics.; Computer Science.; Computation by Abstract Devices.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Information Systems Applications (incl. Internet).; Data Mining and Knowledge Discovery.; Computational Biology/Bioinformatics.

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 submis...

Πίνακας περιεχομένων:

• 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 in Dynamic 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 in Breast 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.