Meng Liu

ORCID: 0000-0003-2175-4402
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About
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Research Areas
  • Synthetic Aperture Radar (SAR) Applications and Techniques
  • Remote-Sensing Image Classification
  • Remote Sensing and Land Use
  • Video Surveillance and Tracking Methods
  • Advanced Vision and Imaging
  • HVDC Systems and Fault Protection
  • Soil Moisture and Remote Sensing
  • Image and Object Detection Techniques
  • Image and Video Stabilization
  • Corrosion Behavior and Inhibition
  • Smart Grid Energy Management
  • Multimodal Machine Learning Applications
  • High-Voltage Power Transmission Systems
  • Power Systems Fault Detection
  • Advanced SAR Imaging Techniques
  • Advanced Algorithms and Applications
  • Smart Grid and Power Systems
  • Fire Detection and Safety Systems
  • Concrete Corrosion and Durability
  • Video Analysis and Summarization
  • Elevator Systems and Control
  • Facility Location and Emergency Management
  • Transportation Planning and Optimization
  • Advanced Image Processing Techniques
  • Human Pose and Action Recognition

University of Chinese Academy of Sciences
2014-2025

Pudong Medical Center
2024-2025

Fudan University
2024-2025

Changhai Hospital
2025

Tongji University
2025

Tongji Hospital
2025

Second Military Medical University
2025

Shanghai Jiao Tong University
2024

Shanghai Mental Health Center
2024

Institute of Psychology, Chinese Academy of Sciences
2024

Given an untrimmed video and a query sentence, cross-modal moment retrieval aims to rank from pre-segmented candidates that best matches the sentence. Pioneering work typically learns representations of textual visual content separately then obtains interactions or alignments between different modalities. However, task is not yet thoroughly addressed as it needs further identify fine-grained differences with high repeatability similarity. Moveover, relation among objects in both sentence...

10.1109/cvpr46437.2021.00225 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021-06-01

Abstract Reasonable scheduling and control of air‐source heat pumps (ASHPs) contribute to reducing operational costs for users while encouraging their participation in grid demand response. This article proposes a two‐layer optimal strategy ASHP loads incorporating phase change energy storage (PCES). First, an electricity‐heat coupling model is proposed. integrates PCES technology considers the influence outlet water temperature, ambient cold island effect on coefficient performance....

10.1049/gtd2.70004 article EN cc-by IET Generation Transmission & Distribution 2025-01-01

CTFs were used as effective metal-free catalysts for the oxidative cleavage of lignin model compounds and organosolv lignin.

10.1039/c8gc00268a article EN Green Chemistry 2018-01-01

In this paper, we present a novel unsupervised change detection scheme for multilook polarimetric synthetic aperture radar (PolSAR) images using heterogeneous clutter models. First, product model is introduced to describe the PolSAR data, and corresponding covariance matrix estimation method derived. Based on model, new similarity measure proposed quantify degree of evolution between statistical characteristics multitemporal fully images. Compared with classical Wishart distribution, both...

10.1109/tgrs.2014.2310451 article EN IEEE Transactions on Geoscience and Remote Sensing 2014-06-19

Direct carbonylation of CH4 to CH3COOH provides a promising pathway for upgrading natural gas transportable liquid chemicals, in which high-efficiency activation and controllable C–C coupling are both critical but challenging. Herein, we report that highly efficient photo-driven with CO O2 is achieved over MoS2-confined Rh-Zn atomic-pair conjunction TiO2. It delivers high productivity 152.0 μmol gcat.−1 h−1 turnover frequency 62.0 superior selectivity 96.5%, outperforming previous...

10.1038/s41467-024-54061-z article EN cc-by-nc-nd Nature Communications 2025-01-08

Previous research has shown that rTMS improves visual working memory (VWM) performance in older people with subjective cognitive decline (SCD). However, the influence of stimulation parameters on effect is unclear. We focus total number stimulus pulses and aim to investigate whether 10 Hz different could have effects VWM SCD subjects. targeting left dorsolateral prefrontal cortex (DLPFC)was applied 34 subjects who completed both neuropsychological tests EEG for task. Different techniques...

10.1177/15333175251322351 article EN cc-by-nc-nd American Journal of Alzheimer s Disease & Other Dementias® 2025-02-01

ABSTRACT Background Visual working memory (VWM), which is an essential component of higher cognitive processes, declines with age and associated the progression from amnestic mild impairment (aMCI) to Alzheimer's disease (AD). Cognitive impairment, particularly in VWM, prominent aMCI may indicate progression. This study investigates neural mechanisms responsible for VWM aMCI, a focus on identifying processing stages affected. The targets dorsolateral prefrontal cortex (DLPFC) repetitive...

10.1111/cns.70301 article EN cc-by CNS Neuroscience & Therapeutics 2025-03-01

The design of highly efficient catalysts for the cleavage various lignin linkages is key step in depolymerization lignin. In this paper, strong-base-modified covalent triazine frameworks (CTFs) were reported to be effective β-O-4 linkage. With modification, rate linkage was enhanced remarkably. Insight into catalytic mechanism illustrated that strong basic sites assisted activation Cβ–H bonds, which accounted promotion effect. catalyst further applied organosolv lignin, showed 87% conversion...

10.1021/acscatal.0c00247 article EN ACS Catalysis 2020-06-09

Abstract In this work, a series of ceria and sulfated zirconia (SZ) incorporated mesoporous SBA‐15 catalysts were prepared via layer‐by‐layer grafting subsequent wet impregnation methods. And the obtained well characterized by SEM, TEM, XRD, TG, ICP‐OES, PY‐IR, NH 3 /CO 2 ‐TPD, XPS. The catalytic activity supported was investigated for conversion C6 monosaccharide‐based carbohydrates including fructose, glucose, inulin, sucrose, cellobiose, maltose, starch cellulose into...

10.1002/ente.201800052 article EN Energy Technology 2018-02-21

The aging population has drastically increased in the past two decades, stimulating development of devices for healthcare and medical purposes. As one leading potential risks, injuries caused by accidental falls at home are hazardous to health (and even lifespan) elderly people. In this paper, an improved YOLOv5s algorithm is proposed, aiming improve efficiency accuracy lightweight fall detection via following modifications that elevate its speed: first, a k-means++ clustering was applied...

10.3390/machines11080818 article EN cc-by Machines 2023-08-10

Distributing coded targets on the measured object is a reliable and common method for achieving optimum target location accurate matching of corresponding among multi-view images. The circular which based central surrounded by band widely used in vision measurement. However, it difficult to decode while number pixels small or projection angle large. Aiming at solve this problem, detection algorithm using gray gradient get angles each section was proposed. In algorithm, an ellipse can...

10.1117/12.2245590 article EN Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2016-11-24

IOT is regarded as another information industry wave following computer, Internet and mobile communication network, has become one of strategic dominant positions new economic technological development all over the world. The society fire-fighting safety management an important application field Things (IOT) technology. This paper combines features technology according to business requirement discuss systematic frame, plan system, propose priority points technology, thereby providing...

10.1109/isdea.2014.101 article EN 2014-06-01

This paper presents a supervised polarimetric synthetic aperture radar (PolSAR) change detection method applied to specific land cover types. For each pixel of PolSAR image, its target scattering vector can be modeled as having complex multivariate normal distribution. Based on this assumption, the joint distribution two corresponding vectors in pair images is derived. Then, generalized likelihood ratio test statistic for equality functions such considered and maximum distance measure types...

10.1080/17538947.2013.872702 article EN International Journal of Digital Earth 2014-01-02

Automated Essay Scoring (AES) aims to score essays written in response specific prompts.Many AES models have been proposed, but most of them are either prompt-specific or prompt-adaptive and cannot generalize well on “unseen” prompts. This work focuses improving the generalization ability from perspective domain generalization, where data target prompts be accessed during training. Specifically, we propose a prompt-aware neural model extract comprehensive representation for essay scoring,...

10.18653/v1/2023.acl-long.696 article EN cc-by 2023-01-01

Multi-resolution optical flow tracking algorithm based on wavelet pyramid is proposed by analyzing the limitations of sparse LK (lucas-kanade) algorithm. The problem that cannot steadily track rapid motion objects solved. According to feature vehicles, multi-scale Harris corner detection proposed. limitation Traditional about omitting point and asymmetrical array It suitable extract vehicle in complicated traffic scene. Experimentation result shows always steady reliable when rotating...

10.1109/robio.2007.4522480 article EN 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO) 2007-12-01
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