Geometries of Learning

Pavan Turaga, Yunye Gong, P. Thomas Fletcher, Ajay Divakaran

Frontiers Media SA

Deep neural networks have demonstrated great success in many computer vision applications where...

Science Computer Science Computer Vision

Keywords: deep learning,­geometric analysis,­Manifold Learning,­Adversarial AI,­Explainable AI,­trainable AI,­Trustworthy AI

Perceptual Organization in Computer and Biological Vision

James Elder, Dirk Bernhardt-Walther, Anitha Pasupathy, Mary A. Peterson

Frontiers Media SA

A principal challenge for both biological and machine vision systems is to integrate and organize...

Science Computer Science Computer Vision

Keywords: perceptual organization,­perceptual grouping,­Gestalt psychology,­mid-level vision,­Computer Vision,­Psychophysics,­Neurophysiology

2022 Computer Science – Editor’s Pick

Kaleem Siddiqi, Roberto Therón, Kostas Karpouzis, Sven Schewe, Nicola Zannone, Marcello Pelillo, Kristof Van Laerhoven, Paul Lukowicz

Frontiers Media SA

Health

Keywords: Computer Vision,­computer science,­HCI,­Computer Security,­theoretical computer science

Methods and Tools for Bioimage Analysis

Florian Levet, Florian Jug, Virginie Uhlmann

Frontiers Media SA

Science Computer Science Computer Vision

Keywords: Bioimage analysis,­Microscopy,­image processing,­machine learning,­Software packages

Bio-inspired Physiological Signal(s) and Medical Image(s) Neural Processing Systems Based on Deep Learning and Mathematical Modeling for Implementing Bio-Engineering Applications in Medical and Industrial Fields

Francesco Rundo, Giuseppe Luigi Banna, Concetto Spampinato, Sabrina Conoci

Frontiers Media SA

Engineering

Keywords: Bio-inspired algorithms,­Neural Processing Pipelines,­medical imaging,­physiological signals,­deep learning,­biomedical,­Bio-technology

MAPPING: MAnagement and Processing of Images for Population ImagiNG

Michel Dojat, Wiro Niessen, David N. Kennedy

Frontiers Media SA

Several recent papers underline methodological points that limit the validity of published results...

Engineering ICT Computer Vision

Keywords: database,­infrastructure,­Data,­workflow,­Neuroimaging,­image analysis,­Brain,­MRI