Xiaohao Cai

Xiaohao Cai

University of Southampton

H-index: 17

Europe-United Kingdom

About Xiaohao Cai

Xiaohao Cai, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Southampton, specializes in the field of Image Processing, Computer Vision, Machine Learning, Optimisation.

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

A New Two-Sided Sketching Algorithm for Large-Scale Tensor Decomposition Based on Discrete Cosine Transformation

Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging

3D orientation field transform

Orthogonal Approach to Equalizing Protected Attributes on Disease Diagnosis

Segmentation and classification: theories, algorithms and applications

Proximal nested sampling with data-driven priors for physical scientists

Remote Sensing Image Ship Matching Utilising Line Features for Resource-Limited Satellites

Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes

Xiaohao Cai Information

University

Position

School of Electronics and Computer Science

Citations(all)

933

Citations(since 2020)

711

Cited By

500

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

22

i10Index(since 2020)

20

Email

University Profile Page

Google Scholar

Xiaohao Cai Skills & Research Interests

Image Processing

Computer Vision

Machine Learning

Optimisation

Top articles of Xiaohao Cai

A New Two-Sided Sketching Algorithm for Large-Scale Tensor Decomposition Based on Discrete Cosine Transformation

arXiv preprint arXiv:2404.16580

2024/4/25

Gaohang Yu
Gaohang Yu

H-Index: 14

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging

arXiv preprint arXiv:2404.02656

2024/4/3

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Mahesan Niranjan
Mahesan Niranjan

H-Index: 19

3D orientation field transform

arXiv preprint arXiv:2010.01453

2020/10/4

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Orthogonal Approach to Equalizing Protected Attributes on Disease Diagnosis

2024/2/13

Segmentation and classification: theories, algorithms and applications

Frontiers in Computer Science

2024/1/18

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Jianming Liang
Jianming Liang

H-Index: 27

Proximal nested sampling with data-driven priors for physical scientists

Physical Sciences Forum

2023/12/1

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Marcelo Pereyra
Marcelo Pereyra

H-Index: 19

Remote Sensing Image Ship Matching Utilising Line Features for Resource-Limited Satellites

Sensors

2023/11/28

Jun Liu
Jun Liu

H-Index: 8

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes

arXiv preprint arXiv:2311.14733

2023/11/21

IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer

2023/11/14

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Mahesan Niranjan
Mahesan Niranjan

H-Index: 19

Neural varifolds: an aggregate representation for quantifying geometry of point clouds

2023/10/13

TransNet: A Transfer Learning-Based Network for Human Action Recognition

arXiv preprint arXiv:2309.06951

2023/9/13

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Multilevel Explainable Artificial Intelligence: Visual and Linguistic Bonded Explanations

IEEE Transactions on Artificial Intelligence

2023/8/25

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Adam Prugel-Bennett
Adam Prugel-Bennett

H-Index: 20

A Randomized Block Krylov Method for Tensor Train Approximation

arXiv preprint arXiv:2308.01480

2023/8/3

Using computer vision to identify limpets from their shells: a case study using four species from the Baja California peninsula

Frontiers in Marine Science

2023/7/27

Xiaohao Cai
Xiaohao Cai

H-Index: 11

A Bilevel Formalism for the Peer-Reviewing Problem

2023/7/23

Jie Zhang
Jie Zhang

H-Index: 10

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Few-shot Learning for Inference in Medical Imaging with Subspace Feature Representations

arXiv preprint arXiv:2306.11152

2023/6/19

Semantic Segmentation by Semantic Proportions

arXiv preprint arXiv:2305.15608

2023/5/24

Xiaohao Cai
Xiaohao Cai

H-Index: 11

GO-LDA: Generalised optimal linear discriminant analysis

arXiv preprint arXiv:2305.14568

2023/5/23

Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors

Journal of Scientific Computing

2023/5

Gaohang Yu
Gaohang Yu

H-Index: 14

Xiaohao Cai
Xiaohao Cai

H-Index: 11

Robust Bayesian attention belief network for radar work mode recognition

Digital Signal Processing

2023/3/1

Ping Zhong
Ping Zhong

H-Index: 16

Xiaohao Cai
Xiaohao Cai

H-Index: 11

See List of Professors in Xiaohao Cai University(University of Southampton)

Co-Authors

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