Frontiers in Computer Science

Original Research

Published on 29 Feb 2024

Automatic labeling of fish species using deep learning across different classification strategies

in Computer Vision

Javier Jareño
Guillermo Bárcena-González
Jairo Castro-Gutiérrez
Remedios Cabrera-Castro
Pedro L. Galindo

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1326452

3,169 views
4 citations

Original Research

Published on 14 Feb 2024

On-manifold projected gradient descent

in Computer Vision

Aaron Mahler
Tyrus Berry
Tom Stephens
Harbir Antil
Michael Merritt
Jeanie Schreiber
Ioannis Kevrekidis

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1274181

2,756 views

Original Research

Published on 18 Jan 2024

Deep learning-based classification of eye diseases using Convolutional Neural Network for OCT images

in Computer Vision

Mohamed Elkholy
Marwa A. Marzouk

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1252295

17,988 views
34 citations

Editorial

Published on 18 Jan 2024

Editorial: Segmentation and classification: theories, algorithms and applications

in Computer Vision

Xiaohao Cai
Youwei Wen
Jianming Liang

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1363578

1,621 views

Original Research

Published on 11 Jan 2024

Manifold-driven decomposition for adversarial robustness

in Computer Vision

Wenjia Zhang
Yikai Zhang
Xiaoling Hu
Yi Yao
Mayank Goswami
Chao Chen
Dimitris Metaxas

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1274695

2,489 views

Original Research

Published on 08 Jan 2024

Good continuation in 3D: the neurogeometry of stereo vision

in Computer Vision

Maria Virginia Bolelli
Giovanna Citti
Alessandro Sarti
Steven W. Zucker

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1142621

4,361 views
4 citations

Original Research

Published on 19 Dec 2023

Exploring fMRI RDMs: enhancing model robustness through neurobiological data

in Computer Vision

William Pickard
Kelsey Sikes
Huma Jamil
Nicholas Chaffee
Nathaniel Blanchard
Michael Kirby
Chris Peterson

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1275026

1,775 views

Original Research

Published on 02 Nov 2023

Probabilistic and semantic descriptions of image manifolds and their applications

in Computer Vision

Peter Tu
Zhaoyuan Yang
Richard Hartley
Zhiwei Xu
Jing Zhang
Yiwei Fu
Dylan Campbell
Jaskirat Singh
Tianyu Wang

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1253682

2,042 views
1 citation

Original Research

Published on 30 Oct 2023

Leveraging linear mapping for model-agnostic adversarial defense

in Computer Vision

Huma Jamil
Yajing Liu
Nathaniel Blanchard
Michael Kirby
Chris Peterson

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1274832

1,585 views

Original Research

Published on 16 Oct 2023

Violence region localization in video and the school violent actions classification

in Computer Vision

Ngo Duong Ha
Nhu Y. Tran
Le Nhi Lam Thuy
Ikuko Shimizu
Pham The Bao

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1274928

1,959 views
1 citation

Original Research

Published on 14 Sep 2023

Specific Gestalt principles cannot explain (un)crowding

in Computer Vision

Oh-Hyeon Choung
Einat Rashal
Marina Kunchulia
Michael H. Herzog

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1154957

2,976 views
3 citations

Technology and Code

Published on 13 Sep 2023

The mid-level vision toolbox for computing structural properties of real-world images

in Computer Vision

Dirk B. Walther
Delaram Farzanfar
Seohee Han
Morteza Rezanejad

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1140723

5,086 views
20 citations

Original Research

Published on 07 Sep 2023

EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images

in Computer Vision

Abubaker Abdelrahman
Serestina Viriri

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1235622

8,969 views
38 citations

Original Research

Published on 23 Aug 2023

SKELTER: unsupervised skeleton action denoising and recognition using transformers

in Computer Vision

Giancarlo Paoletti
Cigdem Beyan
Alessio Del Bue

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1203901

2,437 views
1 citation

Mini Review

Published on 02 Aug 2023

The future of automated capture of social kinesic signals for psychiatric purposes

in Computer Vision

Judee K. Burgoon
Aaron C. Elkins
Douglas Derrick
Bradley Walls
Dimitris Metaxas

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1168712

1,662 views

Review

Published on 06 Jul 2023

Markerless human pose estimation for biomedical applications: a survey

in Computer Vision

Andrea Avogaro
Federico Cunico
Bodo Rosenhahn
Francesco Setti

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1153160

9,146 views
30 citations

Original Research

Published on 29 Jun 2023

Self-attention in vision transformers performs perceptual grouping, not attention

in Computer Vision

Paria Mehrani
John K. Tsotsos

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1178450

9,561 views
36 citations

Original Research

Published on 28 Jun 2023

Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise

in Computer Vision

Kevin Bui
Yifei Lou
Fredrick Park
Jack Xin

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1131317

3,258 views
2 citations

Original Research

Published on 21 Jun 2023

Visualizing landmark-based face morphing traces on digital images

in Computer Vision

Ilias Batskos
Luuk Spreeuwers
Raymond Veldhuis

Frontiers in Computer Science

doi 10.3389/fcomp.2023.981933

3,184 views
5 citations

Review

Published on 21 Jun 2023

Visual cortical processing—From image to object representation

in Computer Vision

Rüdiger von der Heydt

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1136987

3,956 views
9 citations

Review

Published on 19 Jun 2023

The coherent organization of dynamic visual images

in Computer Vision

Joseph S. Lappin
Herbert H. Bell

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1124230

1,876 views
1 citation

Hypothesis and Theory

Published on 11 May 2023

Shape-selective processing in deep networks: integrating the evidence on perceptual integration

in Computer Vision

Christian Jarvers
Heiko Neumann

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1113609

2,649 views
4 citations

Editorial

Published on 14 Apr 2023

Editorial: Deep neural computing for advanced automotive system applications

in Computer Vision

Francesco Rundo
Sabrina Conoci
Sebastiano Battiato
Carmelo Pino
Massimo Villari
Angelo Genovese
Stefanos Kollias
Konstantinos N. Plataniotis

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1192413

1,272 views
1 citation

Original Research

Published on 24 Nov 2022

A coarse-to-fine and automatic algorithm for breast diagnosis on multi-series MRI images

in Computer Vision

Hongwei Xue
Guangwu Qian
Xiaofen Wu
Yan Gao
Hongguang Yang
Mingqian Liu
Lei Wang
Renfei Chen
Peijun Wang

Frontiers in Computer Science

doi 10.3389/fcomp.2022.1054158

1,374 views
1 citation

124 articles

articles

Automatic labeling of fish species using deep learning across different classification strategies

On-manifold projected gradient descent

Deep learning-based classification of eye diseases using Convolutional Neural Network for OCT images

Editorial: Segmentation and classification: theories, algorithms and applications

Manifold-driven decomposition for adversarial robustness

Good continuation in 3D: the neurogeometry of stereo vision

Exploring fMRI RDMs: enhancing model robustness through neurobiological data

Probabilistic and semantic descriptions of image manifolds and their applications

Leveraging linear mapping for model-agnostic adversarial defense

Violence region localization in video and the school violent actions classification

Specific Gestalt principles cannot explain (un)crowding

The mid-level vision toolbox for computing structural properties of real-world images

EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images

SKELTER: unsupervised skeleton action denoising and recognition using transformers

The future of automated capture of social kinesic signals for psychiatric purposes

Markerless human pose estimation for biomedical applications: a survey

Self-attention in vision transformers performs perceptual grouping, not attention

Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise

Visualizing landmark-based face morphing traces on digital images

Visual cortical processing—From image to object representation

The coherent organization of dynamic visual images

Shape-selective processing in deep networks: integrating the evidence on perceptual integration

Editorial: Deep neural computing for advanced automotive system applications

A coarse-to-fine and automatic algorithm for breast diagnosis on multi-series MRI images