Xiaohao Cai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 46

Top Topics

Feature Representations

Convex Optimisation

Image Segmentation

Top Venues

J. Sci. Comput.

Pattern Recognit.

IEEE Trans. Geosci. Remote. Sens.

Publications

Xiaohao Cai, Youwei Wen, Jianming Liang
Editorial: Segmentation and classification: theories, algorithms and applications. Frontiers Comput. Sci. 6 (2024)
Wai-Tsun Yeung, Xiaohao Cai, Zizhen Liang, Byung-Ho Kang
3D orientation field transform. Pattern Anal. Appl. 27 (1) (2024)
Khaled Alomar, Halil Ibrahim Aysel, Xiaohao Cai
RNNs, CNNs and Transformers in Human Action Recognition: A Survey and A Hybrid Model. CoRR (2024)
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI. CoRR (2024)
Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
Multilevel Explainable Artificial Intelligence: Visual and Linguistic Bonded Explanations. IEEE Trans. Artif. Intell. 5 (5) (2024)
Ruixiao Zhang, Yihong Wu, Juheon Lee, Adam Prügel-Bennett, Xiaohao Cai
Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection. CoRR (2024)
Juheon Lee, Xiaohao Cai, Carola-Bibiane Schönlieb, Simon Masnou
Neural varifolds: an aggregate representation for quantifying the geometry of point clouds. CoRR (2024)
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging. CoRR (2024)
Runwei Guan, Ruixiao Zhang, Ningwei Ouyang, Jianan Liu, Ka Lok Man, Xiaohao Cai, Ming Xu, Jeremy S. Smith, Eng Gee Lim, Yutao Yue, Hui Xiong
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension. CoRR (2024)
Jiahui Liu, Xiaohao Cai, Mahesan Niranjan
Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes. CoRR (2023)
Jiahui Liu, Xiaohao Cai, Mahesan Niranjan
GO-LDA: Generalised Optimal Linear Discriminant Analysis. CoRR (2023)
Mingyang Du, Ping Zhong, Xiaohao Cai, Daping Bi, Aiqi Jing
Robust Bayesian attention belief network for radar work mode recognition. Digit. Signal Process. 133 (2023)
Wandi Dong, Gaohang Yu, Liqun Qi, Xiaohao Cai
Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors. CoRR (2023)
Khaled Alomar, Xiaohao Cai
TransNet: A Transfer Learning-Based Network for Human Action Recognition. CoRR (2023)
Jiahui Liu, Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
Few-shot Learning for Inference in Medical Imaging with Subspace Feature Representations. CoRR (2023)
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer. ICONIP (6) (2023)
Khaled Alomar, Halil Ibrahim Aysel, Xiaohao Cai
Data Augmentation in Classification and Segmentation: A Survey and New Strategies. J. Imaging 9 (2) (2023)
Gennaro Auricchio, Ruixiao Zhang, Jie Zhang, Xiaohao Cai
A Bilevel Formalism for the Peer-Reviewing Problem. ECAI (2023)
Leyang Li, Guixing Cao, Jun Liu, Xiaohao Cai
Remote Sensing Image Ship Matching Utilising Line Features for Resource-Limited Satellites. Sensors 23 (23) (2023)
Gaohang Yu, Jinhong Feng, Zhongming Chen, Xiaohao Cai, Liqun Qi
A Randomized Block Krylov Method for Tensor Train Approximation. CoRR (2023)
Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
Semantic Segmentation by Semantic Proportions. CoRR (2023)
Wandi Dong, Gaohang Yu, Liqun Qi, Xiaohao Cai
Practical Sketching Algorithms for Low-Rank Tucker Approximation of Large Tensors. J. Sci. Comput. 95 (2) (2023)
Khaled Alomar, Xiaohao Cai
TransNet: A Transfer Learning-Based Network for Human Action Recognition. ICMLA (2023)
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer. CoRR (2023)
Gennaro Auricchio, Ruixiao Zhang, Jie Zhang, Xiaohao Cai
A Bilevel Formalism for the Peer-Reviewing Problem. CoRR (2023)
Mingyang Du, Ping Zhong, Xiaohao Cai, Daping Bi
DNCNet: Deep Radar Signal Denoising and Recognition. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Mingyang Du, Ping Zhong, Xiaohao Cai, Daping Bi, Zhifei Li
Balanced neural architecture search and optimization for specific emitter identification. RFID-TA (2022)
Xiaohao Cai, Jason D. McEwen, Marcelo Pereyra
Proximal nested sampling for high-dimensional Bayesian model selection. Stat. Comput. 32 (5) (2022)
Dimitrios Mallios, Xiaohao Cai
Deep Rectum Segmentation for Image Guided Radiation Therapy with Synthetic Data. EUSIPCO (2021)
Mingyang Du, Xikai He, Xiaohao Cai, Daping Bi
Balanced Neural Architecture Search and Its Application in Specific Emitter Identification. IEEE Trans. Signal Process. 69 (2021)
Xiaohao Cai, Christopher G. R. Wallis, Jennifer Y. H. Chan, Jason D. McEwen
Wavelet-based segmentation on the sphere. Pattern Recognit. 100 (2020)
Wai-Tsun Yeung, Xiaohao Cai, Zizhen Liang, Byung-Ho Kang
3D Orientation Field Transform. CoRR (2020)
Jonathan Williams, Carola-Bibiane Schönlieb, Tom Swinfield, Juheon Lee, Xiaohao Cai, Lan Qie, David A. Coomes
3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Xiaohao Cai, Raymond H. Chan, Carola-Bibiane Schönlieb, Gabriele Steidl, Tieyong Zeng
Linkage Between Piecewise Constant Mumford-Shah Model and Rudin-Osher-Fatemi Model and Its Virtue in Image Segmentation. SIAM J. Sci. Comput. 41 (6) (2019)
Xiaohao Cai, Marcelo Pereyra, Jason D. McEwen
Quantifying Uncertainty in High Dimensional Inverse Problems by Convex Optimisation. EUSIPCO (2019)
Xiaohao Cai, Raymond H. Chan, Xiaoyu Xie, Tieyong Zeng
A Two-stage Classification Method for High-dimensional Data and Point Clouds. CoRR (2019)
Jonathan V. Williams, Carola-Bibiane Schönlieb, Tom Swinfield, Juheon Lee, Xiaohao Cai, Lan Qie, David A. Coomes
Three-dimensional Segmentation of Trees Through a Flexible Multi-Class Graph Cut Algorithm (MCGC). CoRR (2019)
Xiaohao Cai, Raymond H. Chan, Carola-Bibiane Schönlieb, Gabriele Steidl, Tieyong Zeng
Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation. CoRR (2018)
Xiaohao Cai, Marcelo Pereyra, Jason D. McEwen
Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods. CoRR (2017)
Juheon Lee, David Coomes, Carola-Bibiane Schönlieb, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery. CoRR (2017)
Xiaohao Cai, Marcelo Pereyra, Jason D. McEwen
Uncertainty quantification for radio interferometric imaging: II. MAP estimation. CoRR (2017)
Xiaohao Cai, Luke Pratley, Jason D. McEwen
Online radio interferometric imaging: assimilating and discarding visibilities on arrival. CoRR (2017)
Benjamin Bauer, Xiaohao Cai, Stephan Peth, Katja Schladitz, Gabriele Steidl
Variational-based segmentation of bio-pores in tomographic images. Comput. Geosci. 98 (2017)
Xiaohao Cai, Raymond H. Chan, Mila Nikolova, Tieyong Zeng
A Three-Stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT). J. Sci. Comput. 72 (3) (2017)
Xiaohao Cai, Christopher G. R. Wallis, Jennifer Y. H. Chan, Jason D. McEwen
Wavelet-Based Segmentation on the Sphere. CoRR (2016)
Juheon Lee, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft, Carola-Bibiane Schönlieb, David A. Coomes
Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Xiaohao Cai
Variational image segmentation model coupled with image restoration achievements. Pattern Recognit. 48 (6) (2015)
Juheon Lee, Xiaohao Cai, Carola-Bibiane Schönlieb, David Coomes
Nonparametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Wooded Landscapes. IEEE Trans. Geosci. Remote. Sens. 53 (11) (2015)
Juheon Lee, Xiaohao Cai, Carola-Bibiane Schönlieb, David Coomes
Mapping individual trees from airborne multi-sensor imagery. IGARSS (2015)
Xiaohao Cai, Raymond H. Chan, Mila Nikolova, Tieyong Zeng
A Three-stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT). CoRR (2015)
Juheon Lee, Xiaohao Cai, Carola-Bibiane Schönlieb, David Coomes
Non-parametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Forests. CoRR (2014)
Xiaohao Cai
Variational Image Segmentation Model Coupled with Image Restoration Achievements. CoRR (2014)
Xiaohao Cai, Gabriele Steidl
Multiclass Segmentation by Iterated ROF Thresholding. EMMCVPR (2013)
Xiaohao Cai, Raymond H. Chan, Tieyong Zeng
A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford-Shah Model and Thresholding. SIAM J. Imaging Sci. 6 (1) (2013)
Xiaohao Cai, Raymond H. Chan, Serena Morigi, Fiorella Sgallari
Vessel Segmentation in Medical Imaging Using a Tight-Frame-Based Algorithm. SIAM J. Imaging Sci. 6 (1) (2013)
Xiaohao Cai, Raymond H. Chan, Serena Morigi, Fiorella Sgallari
Framelet-Based Algorithm for Segmentation of Tubular Structures. SSVM (2011)
Xiaohao Cai, Raymond H. Chan, Serena Morigi, Fiorella Sgallari
Vessel Segmentation in Medical Imaging Using a Tight-Frame Based Algorithm CoRR (2011)