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.