IbPRIA 2015: 7th Iberian Conference on Pattern Recognition and Image Analysis
Santiago de Compostela, Spain. June 17-19
Technical Program
| June 16 (CITIUS) | |
|---|---|
| 08:30-09:00 | Tutorials registration |
| 09:00-11:00 CITIUS-Assembly Hall |
Tutorial 1 - part 1: Deep Learning Jan Koutnik |
| 11:00-11:30 | Coffee break |
| 11:30-13:30 CITIUS-Assembly Hall |
Tutorial 1 - part 2: Deep Learning Jan Koutnik |
| 13:30-15:00 | Break for Lunch |
| 15:00-17:00 CITIUS-Assembly Hall |
Tutorial 2 - part 1: Variational Methods for Computer Vision Daniel Cremers |
| 17:00-17:30 | Coffee break |
| 17:30-19:30 CITIUS-Assembly Hall |
Tutorial 2 - part 2: Variational Methods for Computer Vision Daniel Cremers |
| June 17 (Conference Venue) | |
|---|---|
| 08:00-08:45 | Conference registration |
| 08:45-09:00 room Santiago/Cambados | Opening session |
| 09:00-10:00 room Santiago/Cambados | Invited talk: Direct and Dense 3D Reconstruction from Autonomous Quadrotors Daniel Cremers |
| 10:00-11:30 room Santiago/Cambados | Oral Session 1: Pattern Recognition and Machine Learning 1 Chair: Luisa Micó |
| 11:30-12:30 room Obradoiro | Poster/Demo Session 1 | Coffee break: Applications Chair: David Vázquez |
| 12:30-13:30 room Santiago/Cambados | Oral Session 2: Computer Vision 1 Chair: Fernando Vilariño |
| 13:30-15:00 | Lunch |
| 15:00-16:30 room Santiago/Cambados | Oral Session 3: Image and Signal Processing 1 Chair: Filiberto Pla |
| 16:30-17:30 room Obradoiro | Poster/Demo Session 2 | Coffee break: Pattern Recognition and Machine Learning Chair: Petia Georgieva |
| 17:30-18:30 room Santiago/Cambados | Oral Session 4: Applications 1 Chair: M. Inés Torres |
| 19:30-21:30 | Welcome Social Event (Tapas Tour) |
| June 18 (Conference Venue) | |
|---|---|
| 09:00-10:00 room Santiago/Cambados | Invited talk: Towards Affordable Self-driving Cars Raquel Urtasun |
| 10:00-11:30 room Santiago/Cambados | Oral Session 5: Medical Image Chair: Arno Formella |
| 11:30-12:30 room Obradoiro | Poster/Demo Session 3 | Coffee break: Image and Signal Processing Chair: María Vanrell |
| 12:30-13:30 room Santiago/Cambados | Oral Session 6: Computer Vision 2 Chair: Petia Radeva |
| 13:30-15:00 | Lunch |
| 15:00-16:30 room Santiago/Cambados | Oral Session 7: Image and Signal Processing 2 Chair: Joao Sanches |
| 16:30-17:30 room Obradoiro | Poster/Demo Session 4 | Coffee break: Computer Vision Chair: Victor Brea |
| 17:30-18:30 room Santiago/Cambados | Oral Session 8: Pattern Recognition and Machine Learning 2 Chair: Luis F. Teixeira |
| 18:30-19:30 room Santiago/Cambados | AERFAI Meeting |
| 21:00 | Conference Dinner and prize awarding (Hostal dos Reis Católicos) |
| June 19 (Conference Venue) | |
|---|---|
| 09:00-10:00 room Santiago/Cambados | Invited talk: Visual illusions: sometimes it is better not to see the truth! Jesus Malo |
| 10:00-11:30 room Santiago/Cambados | Oral Session 9: Applications 2 Chair: Francisco Casacuberta |
| 11:30-12:00 Hall | Coffee break |
| 12:00-13:00 room Santiago/Cambados | Oral Session 10: Computer Vision 3 Chair: Alberto Sanfeliú |
| 13:00-13:15 room Santiago/Cambados | Closing Session and announcement of the venue for IbPRIA 2017 |
Oral sessions
| Session | paper id | |
|---|---|---|
| 1 | Pattern Recognition and Machine Learning 1 | |
| Spatiotemporal Stacked Sequential Learning for Pedestrian Detection | 50 | |
| Social Signaling Descriptor for Group Behavior Analysis | 110 | |
| A New Smoothing Method for Lexicon-based Handwritten Text Keyword Spotting | 56 | |
| Empirical Evaluation of Different Feature Representations for Social Circles Detection | 75 | |
| 2 | Computer Vision 1 | |
| Object Discovery using CNN Features in Egocentric Videos | 9 | |
| Prototype Generation on Structural Data using Dissimilarity Space Representation: A Case of Study | 15 | |
| Estimation and Tracking of Partial Planar Templates to Improve VSLAM | 67 | |
| 3 | Image and Signal Processing 1 | |
| New method for obtaining optimal polygonal approximations | 37 | |
| Noise Decomposition Using Polynomial Approximation | 105 | |
| Color correction for image stitching by monotone cubic spline interpolation | 28 | |
| Structured Output Prediction with Hierarchical Loss Functions for Seafloor Imagery Taxonomic Categorization | 38 | |
| 4 | Applications 1 | |
| Improving the Minimum Description Length Inference of Phrase-Based Translation Models | 35 | |
| A Kinect-based System for the Upper-Body Function Assessment in Breast Cancer Patients | 1 | |
| Arabic Writer Identification Using Local Binary Patterns (LBP) of Handwritten Fragments | 40 | |
| 5 | Medical Image | |
| Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI | 58 | |
| Kernel-based Feature Relevance Analysis for ECG Beat Classification | 59 | |
| Spatial-dependent Similarity Metric supporting Multi-Atlas MRI Segmentation | 64 | |
| Color Detection in Dermoscopy Images Based on Scarce Annotations | 66 | |
| 6 | Computer Vision 2 | |
| Human Centered Scene Understanding based on 3D Long Term Tracking Data | 14 | |
| Fast Head Pose Estimation for Human-Computer Interaction | 74 | |
| Structured Light System Calibration for Perception in Underwater Tanks | 118 | |
| 7 | Image and Signal Processing 2 | |
| Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction | 100 | |
| Adaptive Line Matching for Low-Textured Images | 23 | |
| Unsupervised approximation of digital planar curves | 7 | |
| On the Modification of Binarization Algorithms to Retain Grayscale Information for Handwritten Text Recognition | 17 | |
| 8 | Pattern Recognition and Machine Learning 2 | |
| Source-Target-Source Classification using Stacked Denoising Autoencoders | 99 | |
| On the Impact of Distance Metrics in Instance-based Learning Algorithms | 130 | |
| Multi-class Boosting for Imbalanced Data | 96 | |
| 9 | Applications 2 | |
| A Fuzzy C-Means Algorithm for Fingerprint Segmentation | 43 | |
| Word-Graph based Applications for Handwriting Documents: Impact of Word-Graph Size on their Performances | 73 | |
| Temporal Segmentation of Digital Colposcopies | 107 | |
| Goal-driven Phenotyping through Spectral Imaging for Grape Aromatic Ripeness Assessment | 70 | |
| 10 | Computer Vision 3 | |
| Dense 3D SLAM in Dynamic Scenes using Kinect | 124 | |
| Scene recognition invariant to symmetrical reflections and illumination conditions in robotics | 134 | |
| System for Medical Mask Detection in the Operating Room through Facial Attributes | 98 | |
Poster/Demo sessions
| Session | paper/demo id | |
|---|---|---|
| 1 | Applications | |
| Clustering of Strokes from Pen-based Music Notation: An Experimental Study | 26 | |
| ImageAnalysis-based Automatic Detection of Transmission Towers using Aerial Imagery | 41 | |
| A sliding window based word spotting based on word attributes | 103 | |
| Combining Statistical and Semantic Knowledge for Sarcasm Detection in Online Dialogues | 112 | |
| Estimating Fuel Consumption from GPS Data | 120 | |
| A Bag-of-phonemes Model for Homeplace Classification of Mandarin Speakers | 2 | |
| A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation | 39 | |
| Genetic Seam Carving: a Genetic Algorithm Approach for Content-Aware Image Retargeting | 108 | |
| Analysis of Expressiveness of Portuguese Sign Language Speakers | 111 | |
| Automatic Eye Localization; Multi-block LBP .Vs Pyramidal LBP three-levels image decomposition for eye visual appearance description | 81 | |
| Clinical evaluation of an automatic method for segmentation and characterization of the thoracic aorta with and without aneurysm patients | 44 | |
| Combined MPEG7 Color Descriptors for Image Classification: By passing the Training Phase | 116 | |
| Adaptative Whitening Saliency (AWS) model Web Demonstrator | demo 2 | |
| A multi-platform graphical software for determining reproductive parameters in fishes using histological image analysis | demo 4 | |
| Scene and keyframe selection for interactive video browsing and re-use | demo 11 | |
| Computer Assisted Transcription and Indexing of Handwritten Historical Documents | demo 13 | |
| 2 | Pattern Recognition and Machine Learning | |
| Spectral Clustering using Friendship Path Similarity | 45 | |
| R-Clustering for Egocentric Video Segmentation | 60 | |
| Applying Basic Features from Sentiment Analysis for Automatic Irony Detection | 88 | |
| Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data | 115 | |
| Time-Series Prediction based on Kernel Adaptive Filtering with Cyclostationary Codebooks | 122 | |
| Latent Topic Encoding for Content-based Retrieval | 80 | |
| Dissimilarity-based Learning from Imbalanced Data with Small Disjuncts and Noise | 20 | |
| Binary and multi-class Parkinsonian disorders classification using Support Vector Machines | 55 | |
| Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models | 68 | |
| Measuring Scene Detection Performance | 71 | |
| Threshold of Graph-based Volumetric Segmentation | 16 | |
| Brain Neural Data Analysis with Feature Space Defined by Descriptive Statistics | 34 | |
| Extremely Overlapping Vehicle Counting | 49 | |
| Sentence clustering using continuous vector space representation | 65 | |
| Online Learning of Stochastic Bi-automatom to model Dialogues | 86 | |
| Single-channel separation between stationary and non-stationary signals using relevant information | 128 | |
| ShapeWiz Demonstration | demo 3 | |
| Source-Target-Source Classification using Stacked Denoising Autoencoders | demo 8 | |
| Multibiometrics on mobile devices | demo 12 | |
| 3 | Image and Signal Processing | |
| Fast Simple Linear Iterative Clustering by Early Candidate Cluster Elimination | 18 | |
| Pectoral Muscle Segmentation in Mammograms based on Cartoon-Texture Decomposition | 25 | |
| PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones | 92 | |
| Peripheral nerves segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes | 97 | |
| Improving Diffusion Tensor Estimation using Adaptive and Optimized Filtering based on Local Similarity | 46 | |
| Dimension reduction of hyperspectral image with rare event preserving | 93 | |
| Machine vision-based defect inspector prototype for pv cells based on saliency and texture features | demo 5 | |
| From temporal segmentation of Digital colonoscopies to cervical cancer detection | demo 7 | |
| Interactive automatic transcription of music from audio to score | demo 10 | |
| 4 | Computer Vision | |
| A new trajectory based motion segmentation benchmark dataset (UdG-MS15) | 22 | |
| Escritoire: a Multi-Touch Desk with e-Pen Input for Capture, Management and Multimodal Interactive Transcription of Handwritten Documents | 48 | |
| Person Enrollment by Face-Gait Fusion | 78 | |
| Homographic class template for logo localization and recognition | 109 | |
| Multimodal Object Classification using Random Clustering Trees | 135 | |
| Videogrammetry system for wind turbine vibration monitoring | 136 | |
| Canonical views for scene recognition in mobile robotics | 137 | |
| Crater Detection in Multi-Ring Basins of Mercury | 121 | |
| Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets | 5 | |
| Extracting Categories By Hierarchical Clustering Using Global Relational Features | 24 | |
| A Calibration Algorithm for Multi-camera Visual Surveillance Systems Based on Single-View Metrology | 87 | |
| 3D reconstruction of low-textured objects by using line matching and recognition of coded targets in images | demo 1 | |
| 3D pedestrian detection via random forest | demo 6 | |
| A Prototype for MultiDisplay Interaction with Natural Light EyeTrackers | demo 9 | |