Jixin Liu

Heidelberg University — Germany

Computer Science · Physical Sciences

19h-index1.1kcitations119works2.82yr avg
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Research Topics

Video Surveillance and Tracking Methods(18), Sparse and Compressive Sensing Techniques(12), Advanced Image and Video Retrieval Techniques(11), Advanced Steganography and Watermarking Techniques(9), Human Pose and Action Recognition(9)

Publications119 total

Metagenomic Reconstruction of Adeno-Associated Virus Genomes
Human Gene Therapy·2026
Dynamic Ambiguity Perception for Semi-supervised medical image segmentation
Digital Signal Processing·2026
Mechanisms of cellular senescence combined with molecular docking strategies: A biomarker study of potential therapeutic targets for allergic rhinitis
PLoS ONE·2026Open Access
DeepGFT: identifying spatial domains in spatial transcriptomics of complex and 3D tissue using deep learning and graph Fourier transform
Genome biology·2025· 4 citedOpen Access
Motion Estimation Algorithm Based on GA-Optimized High-Order Extended Kalman Filter
Computer Science and Technology·2025Open Access
Reforming Python Programming Teaching Based on Objective Problem-Oriented Approach from Constructivism Perspective
Education Research and Development·2025Open Access
Calculation and analysis of the hazardous area of Three-Dimensional aircraft wake vortices under crosswind conditions
Journal of Physics Conference Series·2025Open Access
A Diffusion Reinforcement Learning Method for Air Traffic Conflict Detection and Resolution
SSRN Electronic Journal·2025Open Access
Detection of typical abnormal behavior in home-based elderly care based on ViT-iECGAN significant information migration compensation
Multimedia Systems·2024· 4 cited
A breath of fresh air: targeted non-viral in vivo gene correction in the mammalian lung
Signal Transduction and Targeted Therapy·2024Open Access
Image quilting heuristic compressed sensing video privacy protection coding for abnormal behavior detection in private scenes
Journal of Visual Communication and Image Representation·2024
Graph Fourier transform for spatial omics representation and analyses of complex organs
Nature Communications·2024· 22 citedOpen Access
The Multimodal Scene Recognition Method Based on Self-Attention and Distillation
IEEE Multimedia·2024
Multimodal Sentimental Privileged Information Embedding for Improving Facial Expression Recognition
IEEE Transactions on Affective Computing·2024· 6 cited
Graph Fourier transform for spatial omics representation and analyses of complex organs
2024· 4 citedOpen Access
A Robot Path-Planning Method Based on an Improved Genetic Algorithm
Transactions of FAMENA·2024· 4 citedOpen Access
Numerical Study of Aircraft Wake Vortex Evolution under the Influence of Vertical Winds
Applied Sciences·2023· 2 citedOpen Access
Research on UAV Swarm Network Modeling and Resilience Assessment Methods
Sensors·2023· 7 citedOpen Access
Visual Privacy-Preserving Coding for Video Intelligence Applications: A Compressed Sensing Mechanism via Bee-Eye Bionic Vision
IEEE Transactions on Cognitive and Developmental Systems·2023· 1 cited
Low-light images enhancement and denoising network based on unsupervised learning multi-stream feature modeling
Journal of Visual Communication and Image Representation·2023· 5 cited
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Frequent Co-authors

Ning Sun(20), Guang Han(17), Sam Kwong(5), Xiaofei Li(5), Bingqiang Liu(4), Yi Zheng(3), Yuzhou Chang(3), Anjun Ma(3), Zihai Li(3), Dong Xu(3), Qin Ma(3), Zheng Tang(3), Haian Sun(3), Quansen Sun(3), Zhe‐Ming Lu(3), Rui Chen(2), Youqiang Wang(2), Guang Han(2), Fei He(2), Juexin Wang(2)