Antonio Robles-Kelly

Antonio Robles-Kelly

Deakin University

H-index: 29

Oceania-Australia

About Antonio Robles-Kelly

Antonio Robles-Kelly, With an exceptional h-index of 29 and a recent h-index of 22 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Computer Vision, Pattern Recognition, AI, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

DGD-cGAN: A dual generator for image dewatering and restoration

H-CapsNet:: A capsule network for hierarchical image classification

The SARFish Dataset and Challenge

Robust visual question answering via semantic cross modal augmentation

Robust federated learning under statistical heterogeneity via Hessian spectral decomposition

A mask-based logic rules dissemination method for sentiment classifiers

A survey on underwater computer vision

A Bottom-Up Capsule Network for Hierarchical Image Classification

Antonio Robles-Kelly Information

University

Position

School of Information Technology

Citations(all)

5091

Citations(since 2020)

2050

Cited By

3690

hIndex(all)

29

hIndex(since 2020)

22

i10Index(all)

81

i10Index(since 2020)

35

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Antonio Robles-Kelly Skills & Research Interests

Computer Vision

Pattern Recognition

AI

Machine Learning

Top articles of Antonio Robles-Kelly

Title

Journal

Author(s)

Publication Date

DGD-cGAN: A dual generator for image dewatering and restoration

Pattern Recognition

Salma Gonzalez-Sabbagh

Antonio Robles-Kelly

Shang Gao

2024/4/1

H-CapsNet:: A capsule network for hierarchical image classification

Pattern Recognition

Khondaker Tasrif Noor

Antonio Robles-Kelly

2024/3/1

The SARFish Dataset and Challenge

Connor Luckett

Benjamin McCarthy

Tri-Tan Cao

Antonio Robles-Kelly

2024

Robust visual question answering via semantic cross modal augmentation

Computer Vision and Image Understanding

Akib Mashrur

Wei Luo

Nayyar A Zaidi

Antonio Robles-Kelly

2024/1/1

Robust federated learning under statistical heterogeneity via Hessian spectral decomposition

Pattern Recognition

Adnan Ahmad

Wei Luo

Antonio Robles-Kelly

2023/9/1

A mask-based logic rules dissemination method for sentiment classifiers

Shashank Gupta

Mohamed Reda Bouadjenek

Antonio Robles-Kelly

2023/3/17

A survey on underwater computer vision

Salma P González-Sabbagh

Antonio Robles-Kelly

2023/7/13

A Bottom-Up Capsule Network for Hierarchical Image Classification

Khondaker Tasrif Noor

Antonio Robles-Kelly

Leo Yu Zhang

Mohamed Reda Bouadjenek

2023/11/28

A Capsule Network for Hierarchical Multi-label Image Classification

Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+ SSPR 2022, Montreal, QC, Canada, August 26–27, 2022, Proceedings

Antonio Robles-Kelly

Brano Kusy

2023

A Hessian-Based Federated Learning Approach to Tackle Statistical Heterogeneity

Adnan Ahmad

Wei Luo

Antonio Robles-Kelly

2023/8/27

Weighted Point Cloud Normal Estimation

Weijia Wang

Xuequan Lu

Di Shao

Xiao Liu

Richard Dazeley

...

2023/7/10

Contrastive Learning for Ship Classification Using Real and Complex SAR Imagery

Jerome Williams

Ben Yip

Benjamin McCarthy

Tri-Tan Cao

Antonio Robles-Kelly

2023/11/28

Online video super-resolution using information replenishing unidirectional recurrent model

Neurocomputing

Arbind Agrahari Baniya

Tsz-Kwan Lee

Peter W Eklund

Sunil Aryal

Antonio Robles-Kelly

2023/8/14

Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning

Adnan Ahmad

Vinh Loi Chau

Antonio Robles-Kelly

Shang Gao

Longxiang Gao

...

2023/6/18

Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles

Akib Mashrur

Wei Luo

Nayyar A Zaidi

Antonio Robles-Kelly

2023/11/28

Graph classification via discriminative edge feature learning

Pattern Recognition

Yang Yi

Xuequan Lu

Shang Gao

Antonio Robles-Kelly

Yuejie Zhang

2023/11/1

Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning

Neural Networks

Tariq M Khan

Syed S Naqvi

Antonio Robles-Kelly

Imran Razzak

2023/8/1

Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds

Adnan Ahmad

Wei Luo

Antonio Robles-Kelly

2023/5/25

IterativePFN: True Iterative Point Cloud Filtering

arXiv preprint arXiv:2304.01529

Dasith de Silva Edirimuni

Xuequan Lu

Zhiwen Shao

Gang Li

Antonio Robles-Kelly

...

2023/4/4

PERCY: a post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification

Knowledge-Based Systems

Shashank Gupta

Mohamed Bouadjenek

Antonio Robles-Kelly

2023

See List of Professors in Antonio Robles-Kelly University(Deakin University)

Co-Authors

H-index: 67
Hongdong Li

Hongdong Li

Australian National University

H-index: 56
Terry Caelli

Terry Caelli

Deakin University

H-index: 41
Bin Luo

Bin Luo

Anhui University

H-index: 37
Andrea TORSELLO

Andrea TORSELLO

Università Ca' Foscari di Venezia

H-index: 34
Sen Jia

Sen Jia

Shenzhen University

H-index: 33
Zubair Baig

Zubair Baig

Deakin University

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