Frontiers in Computer Science

Original Research

Published on 31 Jul 2024

Applying learning-from-observation to household service robots: three task common-sense formulations

in Computer Vision

Katsushi Ikeuchi
Jun Takamatsu
Kazuhiro Sasabuchi
Naoki Wake
Atsushi Kanehira

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1235239

2,998 views
4 citations

Original Research

Published on 29 Jul 2024

Multimodal AI techniques for pain detection: integrating facial gesture and paralanguage analysis

in Computer Vision

Rommel Gutierrez
Joselin Garcia-Ortiz
William Villegas-Ch

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1424935

6,239 views
14 citations

Original Research

Published on 20 Jun 2024

Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

in Computer Vision

Joshua E. Mckone
Tryphon Lambrou
Xujiong Ye
James M. Brown

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1386514

2,429 views

Original Research

Published on 30 May 2024

Object surface roughness/texture recognition using machine vision enables for human-machine haptic interaction

in Computer Vision

Zixuan Lin
Haowei Zheng
Yue Lu
Jiaji Zhang
Guohong Chai
Guokun Zuo

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1401560

2,769 views
4 citations

Original Research

Published on 22 May 2024

Orthogonality and graph divergence losses promote disentanglement in generative models

in Computer Vision

Ankita Shukla
Rishi Dadhich
Rajhans Singh
Anirudh Rayas
Pouria Saidi
Gautam Dasarathy
Visar Berisha
Pavan Turaga

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1274779

2,867 views

Original Research

Published on 16 May 2024

Shape from dots: a window into abstraction processes in visual perception

in Computer Vision

Nicholas Baker
Philip J. Kellman

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1367534

3,053 views
1 citation

Editorial

Published on 16 May 2024

Editorial: Perceptual organization in computer and biological vision

in Computer Vision

James H. Elder
Mary A. Peterson
Dirk B. Walther

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1419831

2,515 views
1 citation

Original Research

Published on 10 May 2024

A novel multi-scale violence and public gathering dataset for crowd behavior classification

in Computer Vision

Almiqdad Elzein
Emrah Basaran
Yin David Yang
Marwa Qaraqe

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1242690

4,203 views
2 citations

Original Research

Published on 06 Mar 2024

OSPS-MicroNet: a distilled knowledge micro-CNN network for detecting rice diseases

in Computer Vision

P. Tharani Pavithra
B. Baranidharan

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1279810

2,894 views
3 citations

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

3,900 views
8 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

3,444 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

20,918 views
58 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

1,969 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

3,732 views
1 citation

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

5,336 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

2,419 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

2,612 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

2,131 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

2,410 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

3,600 views
4 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

6,126 views
26 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

10,935 views
51 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

3,106 views
2 citations

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

2,092 views

133 articles

articles

Applying learning-from-observation to household service robots: three task common-sense formulations

Multimodal AI techniques for pain detection: integrating facial gesture and paralanguage analysis

Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

Object surface roughness/texture recognition using machine vision enables for human-machine haptic interaction

Orthogonality and graph divergence losses promote disentanglement in generative models

Shape from dots: a window into abstraction processes in visual perception

Editorial: Perceptual organization in computer and biological vision

A novel multi-scale violence and public gathering dataset for crowd behavior classification

OSPS-MicroNet: a distilled knowledge micro-CNN network for detecting rice diseases

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