Xiaohao Cai | DeepAI

DeepAI AI Chat

Featured Co-authors

Carola-Bibiane Schönlieb
119 publications
Tieyong Zeng
34 publications
Gabriele Steidl
30 publications
Liqun Qi
29 publications
Adam Prügel-Bennett
19 publications
Jason D. McEwen
18 publications
Marcelo Pereyra
17 publications
Jan Lellmann
16 publications
Juheon Lee
12 publications
Mahesan Niranjan
10 publications
Raymond Chan
10 publications

∙ 05/24/2023

Semantic Segmentation by Semantic Proportions

Semantic segmentation is a critical task in computer vision that aims to...

0 Halil Ibrahim Aysel, et al. ∙

∙ 05/23/2023

GO-LDA: Generalised Optimal Linear Discriminant Analysis

Linear discriminant analysis (LDA) has been a useful tool in pattern rec...

0 Jiahui Liu, et al. ∙

∙ 01/27/2023

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

Low-rank approximation of tensors has been widely used in high-dimension...

0 Wandi Dong, et al. ∙

∙ 06/07/2021

High-dimensional Bayesian model selection by proximal nested sampling

Imaging methods often rely on Bayesian statistical inference strategies ...

0 Xiaohao Cai, et al. ∙

∙ 10/04/2020

3D Orientation Field Transform

The two-dimensional (2D) orientation field transform has been proved to ...

10 Wai-Tsun Yeung, et al. ∙

∙ 05/21/2019

A Two-stage Classification Method for High-dimensional Data and Point Clouds

High-dimensional data classification is a fundamental task in machine le...

0 Xiaohao Cai, et al. ∙

∙ 03/20/2019

Three-dimensional Segmentation of Trees Through a Flexible Multi-Class Graph Cut Algorithm (MCGC)

Developing a robust algorithm for automatic individual tree crown (ITC) ...

0 Jonathan Williams, et al. ∙

∙ 07/26/2018

Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation

The piecewise constant Mumford-Shah (PCMS) model and the Rudin-Osher-Fat...

6 Xiaohao Cai, et al. ∙

∙ 12/12/2017

Online radio interferometric imaging: assimilating and discarding visibilities on arrival

The emerging generation of radio interferometric (RI) telescopes, such a...

0 Xiaohao Cai, et al. ∙

∙ 11/13/2017

Uncertainty quantification for radio interferometric imaging: II. MAP estimation

Uncertainty quantification is a critical missing component in radio inte...

0 Xiaohao Cai, et al. ∙

∙ 11/13/2017

Uncertainty quantification for radio interferometric imaging: I. proximal MCMC methods

Uncertainty quantification is a critical missing component in radio inte...

0 Xiaohao Cai, et al. ∙

∙ 01/24/2017

A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery

Recognising individual trees within remotely sensed imagery has importan...

0 Juheon Lee, et al. ∙

∙ 09/21/2016

Wavelet-Based Segmentation on the Sphere

Segmentation is the process of identifying object outlines within images...

0 Xiaohao Cai, et al. ∙

∙ 05/30/2015

A Three-stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT)

In this paper, we propose a SLaT (Smoothing, Lifting and Thresholding) m...

0 Xiaohao Cai, et al. ∙

∙ 07/28/2014

Non-parametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Forests

There is much current interest in using multi-sensor airborne remote sen...

0 Juheon Lee, et al. ∙

∙ 05/09/2014

Variational Image Segmentation Model Coupled with Image Restoration Achievements

Image segmentation and image restoration are two important topics in ima...

0 Xiaohao Cai, et al. ∙

∙ 08/13/2011

Vessel Segmentation in Medical Imaging Using a Tight-Frame Based Algorithm

Tight-frame, a generalization of orthogonal wavelets, has been used succ...

0 Xiaohao Cai, et al. ∙