Pattern Recognition and Image Analysis: 9th Iberian Conference, Ibpria 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I

ISBN-13: 9783030313319 / Angielski / Miękka / 2019 / 632 str.

Aythami Morales; Julian Fierrez; Jose Salvador Sanchez

Spis treści

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.