Xiaobai Liu

Xiaobai Liu

San Diego State University

H-index: 25

North America-United States

About Xiaobai Liu

Xiaobai Liu, With an exceptional h-index of 25 and a recent h-index of 20 (since 2020), a distinguished researcher at San Diego State University, specializes in the field of Computer Vision, Machine Learning, Artificial Intelligence, Visual-Audio Analysis, Data Mining.

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

An Iterative Semi-supervised Approach with Pixel-wise Contrastive Loss for Road Extraction in Aerial Images

Using deep learning to track time× frequency whistle contours of toothed whales without human-annotated training data

Learning stage-wise gans for whistle extraction in time-frequency spectrograms

Siamese-based twin attention network for visual tracking

Silbido profundo: An open source package for the use of deep learning to detect odontocete whistles

Monocular 3d pose estimation via pose grammar and data augmentation

Learning sample-specific policies for sequential image augmentation

Learning adjustable reduced downsampling network for small object detection in urban Environments

Xiaobai Liu Information

University

Position

Associate Professor of Computer Science

Citations(all)

5381

Citations(since 2020)

3242

Cited By

3451

hIndex(all)

25

hIndex(since 2020)

20

i10Index(all)

44

i10Index(since 2020)

30

Email

University Profile Page

San Diego State University

Google Scholar

View Google Scholar Profile

Xiaobai Liu Skills & Research Interests

Computer Vision

Machine Learning

Artificial Intelligence

Visual-Audio Analysis

Data Mining

Top articles of Xiaobai Liu

Title

Journal

Author(s)

Publication Date

An Iterative Semi-supervised Approach with Pixel-wise Contrastive Loss for Road Extraction in Aerial Images

ACM Transactions on Multimedia Computing, Communications and Applications

Huijie Zhang

Pu Li

Xiaobai Liu

Xianfeng Yang

Li An

2023/11/11

Using deep learning to track time× frequency whistle contours of toothed whales without human-annotated training data

The Journal of the Acoustical Society of America

Pu Li

Xiaobai Liu

Holger Klinck

Pina Gruden

Marie A Roch

2023/7/1

Learning stage-wise gans for whistle extraction in time-frequency spectrograms

IEEE Transactions on Multimedia

Pu Li

Marie A Roch

Holger Klinck

Erica Fleishman

Douglas Gillespie

...

2023/3/1

Siamese-based twin attention network for visual tracking

IEEE Transactions on Circuits and Systems for Video Technology

Hua Bao

Ping Shu

Hongchao Zhang

Xiaobai Liu

2022/9/16

Silbido profundo: An open source package for the use of deep learning to detect odontocete whistles

The Journal of the Acoustical Society of America

Peter C Conant

Pu Li

Xiaobai Liu

Holger Klinck

Erica Fleishman

...

2022/12/1

Monocular 3d pose estimation via pose grammar and data augmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Yuanlu Xu

Wenguan Wang

Tengyu Liu

Xiaobai Liu

Jianwen Xie

...

2022/10

Learning sample-specific policies for sequential image augmentation

Pu Li

Xiaobai Liu

Xiaohui Xie

2021/10/17

Learning adjustable reduced downsampling network for small object detection in urban Environments

Remote Sensing

Huijie Zhang

Li An

Vena W Chu

Douglas A Stow

Xiaobai Liu

...

2021/9/10

Improve automatic detection of animal call sequences with temporal context

Journal of the Royal Society Interface

Shyam Madhusudhana

Yu Shiu

Holger Klinck

Erica Fleishman

Xiaobai Liu

...

2021/7/21

Learning deep models from synthetic data for extracting dolphin whistle contours

Pu Li

Xiaobai Liu

KJ Palmer

Erica Fleishman

Douglas Gillespie

...

2020/7/19

Deep neural networks for automated detection of marine mammal species

Scientific reports

Yu Shiu

KJ Palmer

Marie A Roch

Erica Fleishman

Xiaobai Liu

...

2020/1/17

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Liang Lin Hongjun Wang

Guanbin Li

Xiaobai Liu

2020

Spoofing in Geography: Can We Trust Artificial Intelligence to Manage Geospatial Data?

Spatial Synthesis: Computational Social Science and Humanities

Bo Zhao

Shaozeng Zhang

Chunxu Xu

Xiaobai Liu

2020

Temporal context improves automatic recognition of call sequences in soundscape data

The Journal of the Acoustical Society of America

Shyam Madhusudhana

Yu Shiu

Holger Klinck

Erica Fleishman

Xiaobai Liu

...

2020/10/1

See List of Professors in Xiaobai Liu University(San Diego State University)

Co-Authors

H-index: 138
Alan Yuille

Alan Yuille

Johns Hopkins University

H-index: 121
Jiebo Luo

Jiebo Luo

University of Rochester

H-index: 117
Tat-Seng Chua

Tat-Seng Chua

National University of Singapore

H-index: 114
Jiashi Feng

Jiashi Feng

National University of Singapore

H-index: 95
song-chun zhu

song-chun zhu

University of California, Los Angeles

H-index: 84
Hai Jin

Hai Jin

Huazhong University of Science and Technology

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