Pattern Recognition and Image Analysis

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.