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Pattern Recognition and Machine Intelligence 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings /
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
9124 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.