Pattern Recognition and Image Analysis : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro.

Format:

Book

Contributor:

Morales, Aythami, Editor.

Fierrez, Julian, Editor.

Salvador Sánchez, José, Editor.

Ribeiro, Bernardete, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11867

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11867

Language:

English

Subjects (All):

Pattern recognition systems.

Computer vision.

Artificial intelligence.

Computer arithmetic and logic units.

Computers, Special purpose.

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Arithmetic and Logic Structures.

Special Purpose and Application-Based Systems.

Local Subjects:

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Arithmetic and Logic Structures.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (XXXIII, 632 pages) : 297 illustrations, 247 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This 2-volume set constitutes the refereed proceedings of the 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, held in Madrid, Spain, in July 2019. The 99 papers in these volumes were carefully reviewed and selected from 137 submissions. They are organized in topical sections named: Part I: best ranked papers; machine learning; pattern recognition; image processing and representation. Part II: biometrics; handwriting and document analysis; other applications.

Contents:

Best Ranked papers

Towards a Joint Approach to Produce Decisions and Explanations Using CNNs

Interactive-predictive neural multimodal systems

Uncertainty estimation for black-box classification models: a use case for sentiment analysis

Impact of ultrasound image reconstruction method on breast lesion classification with deep learning

Segmentation of cell nuclei in fluorescence microscopy images using deep learning

Food Recognition by Integrating Local and Flat Classifiers

Machine Learning

Combining Online Clustering and Rank Pooling Dynamics for Action Proposals

On the Direction Guidance in Structure Tensor Total Variation Based Denoising

Impact of Fused Visible-Infrared Video Streams on Visual Tracking

Model Based Recursive Partitioning for Customized Price Optimization Analytics

3D Reconstruction of Archaeological Pottery from its Point Cloud

Geometric interpretation of CNN's last layer

Re-Weighted algorithms within the Lagrange duality framework: bringing interpretability to weights

A note on Gradient-Based Intensity Normalization

Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection

Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction

Weighted Multisource Tradaboost

A proposal of neural networks with intermediate outputs

Addressing the Big Data multi-class imbalance problem with oversampling and Deep Learning neural networks

Reinforcement Learning and Neuroevolution in Flappy Bird Game

Pattern Recognition

Description and Recognition of Activity Patterns Using Sparse Vector Fields

Instance Selection for the Nearest Neighbor Classifier Connecting the Performance to the Underlying Data Structure

Modified DBSCAN algorithm for microscopic image analysis of wood

Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images using Faster R-CNN, Transfer Learning and Augmentation

Detection of stone circles in periglacial regions of Antarctica in UAV datasets

Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization

Evaluating the Impact of Color Information in Deep Neural Networks

Diatom classification including morphological adaptations using CNNs

Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding

Deep learning versus classic methods for multi-taxon diatom segmentation

Estimation of Sulfonamides Concentration in Water based on Digital Colourimetry

Characterization of cardiac and respiratory system of healthy subjects in supine and sitting position

Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques

Collision anticipation via deep reinforcement learning for visual navigation

Spectral band subset selection for discrimination of healthy skin and cutaneous Leishmanial ulcers

Data Augmentation of Minority class with transfer learning for Classification of Imbalanced Breast Cancer Dataset using Inception V3

Image Processing and Representation

Single-View Facial Hair 3D Reconstruction

From Features to Attribute Graphs for Point Set Registration

BELID: Boosted efficient local image descriptor

A novel graph-based approach for seriation of mouse brain cross-section from images

Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification

Multi-Label Logo Classification using Convolutional Neural Networks

Non-destructively prediction of quality parameters of drycured Iberian ham by applying computer vision and lowfield MRI

Personalised aesthetics with residual adapters

An Improvement for Capsule Networks using Depthwise Separable Convolution

Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching

An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration

Aggregation of deep features for image retrieval based on object detection

Impact of Pre-Processing on Recognition of Cursive Video Text

Image Feature Detection Based on Phase Congruency by Monogenic Filters with new Noise Estimation

Texture Classification Using Capsule Networks

Automatic vision based calibration system for planar cable-driven parallel robots

3D Non-rigid registration of Deformable object using GPU

Focus estimation in academic environments using Computer Vision.

Other Format:

Printed edition:

ISBN:

978-3-030-31332-6

9783030313326

Access Restriction:

Restricted for use by site license.