Search Results for author: Min Zhu

Found 19 papers, 7 papers with code

Scale-aware competition network for palmprint recognition

no code implementations19 Nov 2023 Chengrui Gao, Ziyuan Yang, Min Zhu, Andrew Beng Jin Teoh

This paper proposes a scale-aware competitive network (SAC-Net), which includes the Inner-Scale Competition Module (ISCM) and the Across-Scale Competition Module (ASCM) to capture texture characteristics related to orientation and scale.

VideoPro: A Visual Analytics Approach for Interactive Video Programming

no code implementations1 Aug 2023 Jianben He, Xingbo Wang, Kam Kwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu

Constructing supervised machine learning models for real-world video analysis require substantial labeled data, which is costly to acquire due to scarce domain expertise and laborious manual inspection.

Accurate 3D Prediction of Missing Teeth in Diverse Patterns for Precise Dental Implant Planning

no code implementations16 Jul 2023 Lei Ma, Peng Xue, Yuning Gu, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen

This study presents a novel framework for accurate prediction of missing teeth in different patterns, facilitating digital implant planning.

SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks

no code implementations6 Jul 2023 Junlong Cheng, Chengrui Gao, Fengjie Wang, Min Zhu

Recently, U-shaped networks have dominated the field of medical image segmentation due to their simple and easily tuned structure.

Image Segmentation Medical Image Segmentation +2

Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness

1 code implementation26 May 2023 Min Zhu, Shihang Feng, Youzuo Lin, Lu Lu

Here, we develop a Fourier-enhanced deep operator network (Fourier-DeepONet) for FWI with the generalization of seismic sources, including the frequencies and locations of sources.

Computational Efficiency

Construction of unbiased dental template and parametric dental model for precision digital dentistry

no code implementations7 Apr 2023 Lei Ma, Jingyang Zhang, Ke Deng, Peng Xue, Zhiming Cui, Yu Fang, Minhui Tang, Yue Zhao, Min Zhu, Zhongxiang Ding, Dinggang Shen

In this study, we develop an unbiased dental template by constructing an accurate dental atlas from CBCT images with guidance of teeth segmentation.

Image Cropping Segmentation

Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration

1 code implementation8 Mar 2023 Zhongyi Jiang, Min Zhu, Dongzhuo Li, Qiuzi Li, Yanhua O. Yuan, Lu Lu

Here, we develop a Fourier-enhanced multiple-input neural operator (Fourier-MIONet) to learn the solution operator of the problem of multiphase flow in porous media.

Reliable extrapolation of deep neural operators informed by physics or sparse observations

1 code implementation13 Dec 2022 Min Zhu, Handi Zhang, Anran Jiao, George Em Karniadakis, Lu Lu

Deep neural operators can learn nonlinear mappings between infinite-dimensional function spaces via deep neural networks.

Time-constrained Dynamic Mechanisms for College Admissions

no code implementations25 Jul 2022 Li Chen, Juan S. Pereyra, Min Zhu

Recent literature shows that dynamic matching mechanisms may outperform the standard mechanisms to deliver desirable results.

A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks

2 code implementations21 Jul 2022 Chenxi Wu, Min Zhu, Qinyang Tan, Yadhu Kartha, Lu Lu

Hence, we have considered a total of 10 different sampling methods, including six non-adaptive uniform sampling, uniform sampling with resampling, two proposed adaptive sampling, and an existing adaptive sampling.

Real-time Dual-channel 2 * 2 MIMO Fiber-THz-Fiber Seamless Integration System at 385 GHz and 435 GHz

no code implementations24 Jun 2022 Jiao Zhang, Min Zhu, Bingchang Hua, Mingzheng Lei, Yuancheng Cai, Liang Tian, Yucong Zou, Like Ma, Yongming Huang, Jianjun Yu, Xiaohu You

We demonstrate the first practical real-time dual-channel fiber-THz-fiber 2 * 2 MIMO seamless integration system with a record net data rate of 2 * 103. 125 Gb/s at 385 GHz and 435 GHz over two spans of 20 km SSMF and 3 m wireless link.

Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics

1 code implementation9 May 2022 Xin-Yang Liu, Min Zhu, Lu Lu, Hao Sun, Jian-Xun Wang

Traditional data-driven deep learning models often struggle with high training costs, error accumulation, and poor generalizability in complex physical processes.

PL-Net: Progressive Learning Network for Medical Image Segmentation

no code implementations27 Oct 2021 Junlong Cheng, Chengrui Gao, Hongchun Lu, Zhangqiang Ming, Yong Yang, Min Zhu

In recent years, segmentation methods based on deep convolutional neural networks (CNNs) have made state-of-the-art achievements for many medical analysis tasks.

Image Segmentation Medical Image Segmentation +2

Deep learning-based person re-identification methods: A survey and outlook of recent works

no code implementations10 Oct 2021 Zhangqiang Ming, Min Zhu, Xiangkun Wang, Jiamin Zhu, Junlong Cheng, Chengrui Gao, Yong Yang, XiaoYong Wei

In recent years, with the increasing demand for public safety and the rapid development of intelligent surveillance networks, person re-identification (Re-ID) has become one of the hot research topics in the computer vision field.

Metric Learning Person Re-Identification +1

Global-Local Dynamic Feature Alignment Network for Person Re-Identification

no code implementations13 Sep 2021 Zhangqiang Ming, Yong Yang, XiaoYong Wei, Jianrong Yan, Xiangkun Wang, Fengjie Wang, Min Zhu

To solve these problems, we propose a simple and efficient Local Sliding Alignment (LSA) strategy to dynamically align the local features of two images by setting a sliding window on the local stripes of the pedestrian.

Pedestrian Detection Person Re-Identification

Population pharmacokinetics and dosing regimen optimization of tacrolimus in Chinese lung transplant recipients

no code implementations1 Feb 2020 Xiaojun Cai, Huizhu Song, Zheng Jiao, Hang Yang, Min Zhu, Chengyu Wang, Dong Wei, Lingzhi Shi, Bo Wu, Jinyu Chen

Given the nonlinear kinetics of tacrolimus and large variability, population pharmacokinetic model should be combined with therapeutic drug monitoring to optimize individualized therapy.

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