Jiayi Ma

Xi'an University of Science and Technology — China

Engineering · Physical Sciences

88h-index37.0kcitations542works7.52yr avg
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Research Topics

Advanced Image Fusion Techniques(177), Advanced Image and Video Retrieval Techniques(127), Remote-Sensing Image Classification(100), Advanced Image Processing Techniques(95), Image and Signal Denoising Methods(84)

Publications542 total

Integrating Semisupervision and Prototype Contrastive Learning for Robust Semantic Change Detection in Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing·2025
Nanoparticle-based drug delivery systems in urologic oncology: From targeted therapy to precision theranostics
Materials Today Bio·2025· 2 citedOpen Access
MAP-MIL: Dual-branch collaborative learning of mask enhancement and pseudo-bag generation for whole slide image classification
Expert Systems with Applications·2025
DiffuseDoc: Document geometric rectification via diffusion model
Computer Vision and Image Understanding·2025
CorrNeXt: Making the ConvNet-Style Correspondence Pruner Stronger for Two-View Geometry
2025
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
2025· 1 cited
LaMamba: Layer-Aware Mamba with Frequency-Spatial Fusion for Remote Sensing Image Super-Resolution
Frontiers in artificial intelligence and applications·2025Open Access
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
arXiv (Cornell University)·2025Open Access
MSTDNet: Multi-scale traffic object detection network with smooth information perception
Pattern Recognition·2025
DistillMatch: Leveraging Knowledge Distillation from Vision Foundation Model for Multimodal Image Matching
arXiv (Cornell University)·2025Open Access
CM <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si10.svg"> <mml:msup> <mml:mrow/> <mml:mn>2</mml:mn> </mml:msup> </mml:math> -STNet: Cross-modal image matching with modal-adaptive feature modulation and sparse transformer fusion
Information Fusion·2025· 1 cited
Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 5 cited
Flood-induced coal mine disaster chain evolution and risk analysis
Natural Hazards·2025· 6 cited
Multimodal Image Matching Based on Cross-Modality Completion Pre-training
2025
Multi-view parallel convolutional network for organ segmentation in mediastinal region on CT images
Neural Networks·2025Open Access
GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry
arXiv (Cornell University)·2025Open Access
Artificial intelligence-assisted remote sensing observation, understanding, and decision
The Innovation·2025· 1 citedOpen Access
SPGFusion: Semantic Prior Guided Infrared and visible image fusion via pretrained vision models
Information Fusion·2025· 2 cited
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
2025· 26 cited
Adapting Dense Matching for Homography Estimation with Grid-Based Acceleration
2025
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Frequent Co-authors

Junjun Jiang(15), Han Xu(13), Xiaojie Guo(10), Ji Zhao(10), Linfeng Tang(8), Hao Zhang(8), Yong Ma(7), Xiaoguang Mei(5), Jun Huang(5), Chen Chen(5), Xingyu Jiang(5), Jinwen Tian(5), Alan Yuille(5), Pengwei Liang(4), Jiteng Yuan(4), Zhuowen Tu(4), Wei Yu(3), Fan Fan(3), Hao Zhang(3), Huabing Zhou(3)