Search Results for author: Mingjin Zhang

Found 9 papers, 4 papers with code

InstructVEdit: A Holistic Approach for Instructional Video Editing

no code implementations22 Mar 2025 Chi Zhang, Chengjian Feng, Feng Yan, Qiming Zhang, Mingjin Zhang, Yujie Zhong, Jing Zhang, Lin Ma

Video editing according to instructions is a highly challenging task due to the difficulty in collecting large-scale, high-quality edited video pair data.

Video Editing

Research on gesture recognition method based on SEDCNN-SVM

no code implementations24 Oct 2024 Mingjin Zhang, Jiahao Wang, Jianming Wang, Qi Wang

The DCNN can automatically extract and learn the feature information of sEMG through the convolution operation of the convolutional layer, so that it can capture the complex and high-level features in the data.

Classification Gesture Recognition

IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection

1 code implementation10 Jul 2024 Mingjin Zhang, YuChun Wang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang

The recent Segment Anything Model (SAM) is a significant advancement in natural image segmentation, exhibiting potent zero-shot performance suitable for various downstream image segmentation tasks.

Decoder Image Segmentation +1

Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing

no code implementations13 Mar 2024 Xiangchun Chen, Jiannong Cao, Zhixuan Liang, Yuvraj Sahni, Mingjin Zhang

To address this challenge, we formulate an online joint microservice offloading and bandwidth allocation problem, JMOBA, to minimize the average completion time of services.

Deep Reinforcement Learning Edge-computing

ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution

1 code implementation ICCV 2023 Mingjin Zhang, Chi Zhang, Qiming Zhang, Jie Guo, Xinbo Gao, Jing Zhang

Single hyperspectral image super-resolution (single-HSI-SR) aims to restore a high-resolution hyperspectral image from a low-resolution observation.

Hyperspectral Image Super-Resolution Image Super-Resolution

SAR-to-Optical Image Translation via Thermodynamics-inspired Network

no code implementations23 May 2023 Mingjin Zhang, Jiamin Xu, Chengyu He, Wenteng Shang, Yunsong Li, Xinbo Gao

Synthetic aperture radar (SAR) is prevalent in the remote sensing field but is difficult to interpret in human visual perception.

Translation

ISNet: Shape Matters for Infrared Small Target Detection

1 code implementation CVPR 2022 Mingjin Zhang, Rui Zhang, Yuxiang Yang, Haichen Bai, Jing Zhang, Jie Guo

TOAA block calculates the low-level information with attention mechanism in both row and column directions and fuses it with the high-level information to capture the shape characteristic of targets and suppress noises.

Management

E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI

no code implementations4 Aug 2020 Lei Yang, Yanyan Lu, Jiannong Cao, Jiaming Huang, Mingjin Zhang

In this paper, we propose a novel decentralized model learning approach, namely E-Tree, which makes use of a well-designed tree structure imposed on the edge devices.

Clustering Federated Learning

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