Rumin Zhang

ORCID: 0000-0003-2617-2380
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About
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Research Areas
  • Advanced Vision and Imaging
  • Video Surveillance and Tracking Methods
  • Advanced Neural Network Applications
  • Image Processing Techniques and Applications
  • Advanced Image and Video Retrieval Techniques
  • Robotics and Sensor-Based Localization
  • Human Pose and Action Recognition
  • Advanced Optical Imaging Technologies
  • Marine Biology and Environmental Chemistry
  • Data Visualization and Analytics
  • Face recognition and analysis
  • Advanced Image Processing Techniques
  • Geological Modeling and Analysis
  • Marine Biology and Ecology Research
  • Real-time simulation and control systems
  • Face and Expression Recognition
  • Time Series Analysis and Forecasting
  • Caching and Content Delivery
  • Gait Recognition and Analysis
  • Islanding Detection in Power Systems
  • Image Enhancement Techniques
  • Complex Network Analysis Techniques
  • Advanced Semiconductor Detectors and Materials
  • Context-Aware Activity Recognition Systems
  • Computer Graphics and Visualization Techniques

Chengdu University of Technology
2025

Southern University of Science and Technology
2022-2023

Zhejiang University of Finance and Economics
2019-2022

Hangzhou Dianzi University
2022

University of Electronic Science and Technology of China
2018-2019

University of Limerick
2019

Beihang University
2015

State Key Laboratory of Wireless Mobile Communications
2015

China Telecom (China)
2015

Hong Kong University of Science and Technology
2007

Abstract A precise method for phase and amplitude detection in both the time frequency domains of terahertz spectroscopy based on weak-value amplification technique is proposed demonstrated. Within scheme, imaginary weak value enhances variations signals, whereas real amplifies changes signals. By employing various postselections measurement procedure detecting minute wave, we achieved a change range from −0.0187 rad to 0.0183 with an interval 0.004 −0.0238 0.0228 0.0056 rad. This results...

10.1515/nanoph-2024-0685 article EN cc-by Nanophotonics 2025-04-15

MEPS Marine Ecology Progress Series Contact the journal Facebook Twitter RSS Mailing List Subscribe to our mailing list via Mailchimp HomeLatest VolumeAbout JournalEditorsTheme Sections 358:41-50 (2008) - DOI: https://doi.org/10.3354/meps07310 Nutrient effects on intertidal community: from bacteria invertebrates J. M. Y. Chiu, R. Zhang, H. Wang, V. Thiyagarajan, P. Qian* Department of Biology/Coastal Laboratory, The Hong Kong University Science and Technology, Clearwater Bay, Kowloon, Kong,...

10.3354/meps07310 article EN Marine Ecology Progress Series 2007-11-01

This paper presents a novel obstacle detection algorithm in the indoor environment. The combines YOLO object and light field camera which is more simple than normal RGB-D sensor acquires depth image high-resolution images at same one exposure. RGB Image rendered by filed taken as an input of model was trained base on nearly 100 categories common objects. According to information map, accurately calculated including its size position. Experimental results demonstrate that proposed method can...

10.1109/icsenst.2018.8603600 article EN 2018-12-01

MEPS Marine Ecology Progress Series Contact the journal Facebook Twitter RSS Mailing List Subscribe to our mailing list via Mailchimp HomeLatest VolumeAbout JournalEditorsTheme Sections 333:229-242 (2007) - doi:10.3354/meps333229 Attachment of Balanus amphitrite larvae biofilms originating from contrasting environments O. S. Hung1, V. Thiyagarajan1, R. Zhang1, Rudolf Wu2, P. Y. Qian1,* 1Department Biology/Coastal Laboratory, The Hong Kong University Science and Technology, Clear Water Bay,...

10.3354/meps333229 article EN Marine Ecology Progress Series 2007-03-12

Various industrial and domestic applications call for optimized lightweight video LSTM network models on edge. The recent tensor-train method can transform space-time features into tensors, which be further decomposed low-rank analysis rank selection of tensor is however manually performed with no optimization. This paper formulates a search algorithm to automatically decide ranks consideration the trade-off between accuracy complexity. A fast method, called RankSearch, developed find...

10.23919/date56975.2023.10137115 article EN Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 2023-04-01

Visual simultaneous localization and mapping (VSLAM) is one of the core technologies in autonomous driving, intelligent robots, metaverse other fields. Besides, loop closure detection (LCD) an essential component VSLAM which can correct drift accumulated errors caused by visual odometry (VO) front-end, assist robot to build a globally consistent map. Over years, several deep-learning methods have been proposed address task. However, prior neural network-based LCD models are heavy model size,...

10.1109/icarm58088.2023.10218828 article EN 2022 International Conference on Advanced Robotics and Mechatronics (ICARM) 2023-07-08

The depth of field (DOF) can be seen as a continuous range within which the objects in scene are focus. In this paper, we propose novel algorithm to take freeform control DOF. is able create discontinuous field. It allows us render an image with multiple obj ects also extended DOF that all This based on structure focused plenoptic camera. By trading directional information for spatial information, type camera makes possible high resolution from captured light meet requirement modern...

10.3233/jcm-160609 article EN Journal of Computational Methods in Sciences and Engineering 2016-06-06

Falling is ranked highly among the threats in elderly healthcare, which promotes development of automatic fall detection systems with extensive concern. With fast Internet Things (IoT) and Artificial Intelligence (AI), camera vision-based solutions have drawn much attention for single-frame prediction video understanding on by using Convolutional Neural Network (CNN) 3D-CNN, respectively. However, these methods hardly supervise intermediate features good accurate efficient performance edge...

10.1145/3531004 article EN ACM Transactions on Embedded Computing Systems 2022-04-30

Stratigraphic correlation based on well-logging data is able to help geological interpreters analogize and deduce underground sedimentary morphology. A great deal of traditional methods has been studied automatically or manually achieve stratigraphic correlation, the courses which are usually time-consuming not intuitive. Many uncertainties easily generated reduce effectiveness accuracy interpretation. To address this issue, paper introduces an interactive visual analytics system for...

10.1109/access.2019.2929061 article EN cc-by IEEE Access 2019-01-01

When the exposure is over, focused plane and depth of field(DOF) definite.It necessary for us to properly adjust aperture size, time focus before we take photos.The paper deduces a patch-to-patch reconstruction algorithm from structure plenoptic camera proposed by Georgiev Lumsdaine.It can not only build high resolution refocus image, but supply with capability DOF control after exposure, just like photos under different sizes.With algorithm, always shoot picture maximum size maintain best...

10.2991/isrme-15.2015.18 article EN cc-by-nc Advances in intelligent systems research/Advances in Intelligent Systems Research 2015-01-01

In the real world, illumination is an inevitable factor in face recognition. It has been proved that variations are more significant than inherent between persons. This paper proposes adaptive image processing method, which can not only suppress effect of light recognition, but also remove shadow caused by illumination. this paper, first, preprocessing performed to make have appropriate brightness. Then, shadows boundaries extracted and binarized obtain mask. Finally, high-quality without...

10.1109/icsenst.2018.8603634 article EN 2018-12-01

In this paper, we propose a new disparity-based obstacle detection method for intelligent vehicle. The disparity maps captured by the stereo vision system ZED is utilized to detect obstacles in outdoor environment. This consists of several steps namely, histogram calculation based on map, peaks finding using Non-Maximum Suppression (NMS), slicing and contours. first step obtain distribution pixels map. second performed get after binary processing However, there are always many noise objects...

10.1117/12.2524332 article EN 2019-05-06

In this work, a comprehensive model that takes the phenomenon of carrier thermionic-emission within frame work diffusion theory current conducting into account in type II hetero-junction CdTe solar cell is developed. According to model, it found total flowing through limited by thermionic process for very thin quasi-neutral regions and reverse case. future research cell, such an approach may enable determination boundary conditions all doping profiles computation conversion efficiency, etc.

10.1088/1674-4926/36/1/012002 article EN Journal of Semiconductors 2015-01-01

Loop closure detection (LCD) can effectively correct errors in visual odometry. It is thereby a critical part robotic simultaneous localization and mapping (SLAM) system, which widely used modern systems such as sweeping robots drones. In this paper, we propose transformer-based loop algorithm (TLCD), employs distillation transformer backbone to extract global features, combined with sequence matching back-end processing of principal component analysis (PCA) algorithm. TLCD accurately...

10.1109/icarm54641.2022.9959319 article EN 2022 International Conference on Advanced Robotics and Mechatronics (ICARM) 2022-07-09

Plenoptic camera provides us with the capability of refocusing photograph and extending depth field(DOF) after exposure.But when we render image patch by patch, output is rendered visible artifacts because mismatch adjacent boundaries.The paper introduce a novel rendering algorithm based on focused plenoptic camera.The extracts information from raw light field data, then result map.The can export an setting in desirable focus.It also extend to case that whole scene focus.And simulation, it...

10.2991/isrme-15.2015.259 article EN cc-by-nc Advances in intelligent systems research/Advances in Intelligent Systems Research 2015-01-01

Given multiple texture projection methods from the sphere surface to planar surface, this paper proposes an adaptive selection mode that automatically chooses appropriate method obtain high compression efficiency of VR video. The video is inherently affected by content, which closely related in case encoding. In order represent content a compact manner, feature vector (transferable feature) for each frame extracted Res-CNN pre-trained large scale data set general classification. Afterwards,...

10.1109/vcip.2018.8698628 article EN 2018-12-01

In thin film solar cells, the semiconductor materials usually contain multiple impurity/defect states as donor or acceptor dopants. The local charge neutrality (LCN) condition determines equilibrium Fermi (EF) level and concentration of electrons holes. However, equation LCN is a transcendental EF. It impossible to find its analytical solution we can only solve it by graphic numerical method. A simple approximate method (GM) used for estimation majority carrier compensation semiconductors...

10.1088/1674-4926/36/7/074004 article EN Journal of Semiconductors 2015-07-01
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