Xin Shu

According to our database, Xin Shu authored at least 107 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Micro-expression recognition using a multi-scale feature extraction network with attention mechanisms.

Yan Wang, Qingyun Zhang, Xin Shu

Signal Image Video Process., August, 2024

Context-aware adaptive network for UDA semantic segmentation.

Yu Yuan, Jinlong Shi, Xin Shu, Qiang Qian, Yunna Song, Zhen Ou, Dan Xu, Xin Zuo, YueCheng Yu, Yunhan Sun

Multim. Syst., August, 2024

Automatic Extraction of Martian Subsurface Layer from Radargrams Based on PDE Denoising and KL Filter.

Xin Shu, Hongxia Ye

Remote. Sens., April, 2024

Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU.

Jiang Liu, Yihao Xie, Xin Shu, Yuwen Chen, Yizhu Sun, Kunhua Zhong, Hao Liang, Yujie Li, Chunyong Yang, Yan Han, Yuwei Zou, Ziting Zhuyi, Jiahao Huang, Junhong Li, Xiaoyan Hu, Bin Yi

Artif. Intell. Medicine, January, 2024

EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation.

Jiahui Zhang, Jinlong Shi, Danping Zou, Xin Shu, Suqin Bai, Jiawen Lu, Haowei Zhu, Jun Ni, Yunhan Sun

IEEE Trans. Multim., 2024

Clear-Plenoxels: Floaters free radiance fields without neural networks.

Weichen Yang, Jinlong Shi, Suqin Bai, Qiang Qian, Zhen Ou, Dan Xu, Xin Shu, Yunhan Sun

Knowl. Based Syst., 2024

MPFC-Net: A multi-perspective feature compensation network for medical image segmentation.

Xianghu Wu, Shucheng Huang, Xin Shu, Chunlong Hu, Xiao-Jun Wu

Expert Syst. Appl., 2024

Transformer framework for depth-assisted UDA semantic segmentation.

Yunna Song, Jinlong Shi, Danping Zou, Caisheng Liu, Suqin Bai, Xin Shu, Qiang Qian, Dan Xu, Yu Yuan, Yunhan Sun

Eng. Appl. Artif. Intell., 2024

GCCF: A lightweight and scalable network for underwater image enhancement.

Chufan Liu, Xin Shu, Dan Xu, Jinlong Shi

Eng. Appl. Artif. Intell., 2024

Predicting total time to compress a video corpus using online inference systems.

Xin Shu, Vibhoothi Vibhoothi, Anil C. Kokaram

CoRR, 2024

MRAU-net: Multi-scale residual attention U-shaped network for medical image segmentation.

Xin Shu, Xiaotong Li, Xin Zhang, Changbin Shao, Xi Yan, Shucheng Huang

Comput. Electr. Eng., 2024

A versatile humanoid robot platform for dexterous manipulation and human-robot collaboration.

Xin Shu, Fenglei Ni, Xinyang Fan, Shuai Yang, Changyuan Liu, Baoxu Tu, Yiwei Liu, Hong Liu

CAAI Trans. Intell. Technol., 2024

CSCA U-Net: A channel and space compound attention CNN for medical image segmentation.

Xin Shu, Jiashu Wang, Aoping Zhang, Jinlong Shi, Xiao-Jun Wu

Artif. Intell. Medicine, 2024

YOLO-FMS: A Lightweight and Efficient Model for Medical Microscopic Smear Detection.

Yan Wang, Lei Pan, Xin Shu

IEEE Access, 2024

GS-YOLO: A Lightweight SAR Ship Detection Model Based on Enhanced GhostNetV2 and SE Attention Mechanism.

Di Lv, Chao Zhao, Hua Ye, Yan Fan, Xin Shu

IEEE Access, 2024

5G MEC+AI Pathology "Anti-Cancer Guardian": Design of Intelligent Gastric Cancer Auxiliary Diagnosis and Warning Platform for Smart Hospital System.

Xin Sun, Xin Shu, Juncheng Hu, Chunbao Mo

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2024

CardioRisk: Predictive Application for Myocardial Infarction Incident Risk Assessment Based on Blood Pressure-Glucose-Lipid Patterns.

Xin Shu, Xin Sun, Juncheng Hu, Chunbao Mo

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2024

Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis.

Xiwen Chen, Sayed Pedram Haeri Boroujeni, Xin Shu, Huayu Li, Abolfazl Razi

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Boundary-Aware Network With Topological Consistency Constraint for Optic Chiasm Segmentation.

Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu

IEEE Trans. Artif. Intell., December, 2023

Supervised Learning Strategy for Spiking Neurons Based on Their Segmental Running Characteristics.

Xingjian Gu, Xin Shu, Jing Yang, Yan Xu, Haiyan Jiang, Xiangbo Shu

Neural Process. Lett., December, 2023

A feature-wise attention module based on the difference with surrounding features for convolutional neural networks.

Shuo Tan, Lei Zhang, Xin Shu, Zizhou Wang

Frontiers Comput. Sci., December, 2023

Consistent representation via contrastive learning for skin lesion diagnosis.

Zizhou Wang, Lei Zhang, Xin Shu, Yan Wang, Yangqin Feng

Comput. Methods Programs Biomed., December, 2023

HCPSNet: heterogeneous cross-pseudo-supervision network with confidence evaluation for semi-supervised medical image segmentation.

Xianhua Duan, Chaoqiang Jin, Xin Shu

Multim. Syst., October, 2023

Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation.

Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui

IEEE Trans. Cogn. Dev. Syst., September, 2023

Face spoofing detection based on multi-scale color inversion dual-stream convolutional neural network.

Xin Shu, Xiaojie Li, Xin Zuo, Dan Xu, Jinlong Shi

Expert Syst. Appl., August, 2023

A Multi-Configuration Track-Legged Humanoid Robot for Dexterous Manipulation and High Mobility: Design and Development.

Xin Shu, Fenglei Ni, Xinyang Fan, Changyuan Liu, Shuai Yang, Baoxu Tu, Hong Liu

IEEE Robotics Autom. Lett., June, 2023

RES-CapsNet: an improved capsule network for micro-expression recognition.

Xin Shu, Jia Li, Liang Shi, Shucheng Huang

Multim. Syst., June, 2023

Multi-instance learning based on spatial continuous category representation for case-level meningioma grading in MRI images.

Jiayi Li, Lei Zhang, Xin Shu, Yuen Teng, Jianguo Xu

Appl. Intell., June, 2023

Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification.

Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi

Medical Image Anal., April, 2023

Depth Guidance and Intradomain Adaptation for Semantic Segmentation.

Jiawen Lu, Jinlong Shi, Haowei Zhu, Jun Ni, Xin Shu, Yunhan Sun, Zhigang Cheng

IEEE Trans. Instrum. Meas., 2023

Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces.

Chufan Liu, Xin Shu, Lei Pan, Jinlong Shi, Bin Han

IEEE Trans. Instrum. Meas., 2023

A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems.

Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi

IEEE Trans. Cybern., 2023

Extension and Experimental Demonstration of Gait Transition Network for a Snake Robot.

Xin Shu, Chaoquan Tang, Gongbo Zhou, Ping Zhou, Lulu Sun, Xiaodong Yan

IEEE Robotics Autom. Lett., 2023

Fine-grained recognition: Multi-granularity labels and category similarity matrix.

Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi

Knowl. Based Syst., 2023

A humanoid robot teleoperation approach based on waist-arm coordination.

Xinyang Fan, Xin Shu, Baoxu Tu, Changyuan Liu, Fenglei Ni, Zainan Jiang

Ind. Robot, 2023

Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking.

Yukun Su, Ruizhou Sun, Xin Shu, Yu Zhang, Qingyao Wu

CoRR, 2023

High-performance real-world optical computing trained by in situ model-free optimization.

Guangyuan Zhao, Xin Shu, Renjie Zhou

CoRR, 2023

Dual-Arm Dynamic Planning with Considering Arm Reachability Constraint in Task Space.

Xin Shu, Xinyang Fan, Kang Min, Zhu Ji, Fenglei Ni, Hong Liu

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

Research on Intelligent Charging Management of New Energy Vehicles Based on Big Data.

Zhi Chen, Shao Hua Xiong, Cui Zuo, Rui Bin Jiang, Xin Shu

Proceedings of the International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2023

Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived Experiences.

Mengdi Chu, Keyu Zong, Xin Shu, Jiangtao Gong, Zhicong Lu, Kaimin Guo, Xinyi Dai, Guyue Zhou

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation.

Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection.

Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Deep Multiscale Multi-Instance Networks With Regional Scoring for Mammogram Classification.

Wenjie Liu, Xin Shu, Lei Zhang, Dong Li, Qing Lv

IEEE Trans. Artif. Intell., 2022

A Hybrid State/Disturbance Observer-Based Feedback Control of Robot with Multiple Constraints.

Du Xu, Tete Hu, Ying Ma, Xin Shu

Sensors, 2022

Using global information to refine local patterns for texture representation and classification.

Xin Shu, Hui Pan, Jinlong Shi, Xiaoning Song, Xiaojun Wu

Pattern Recognit., 2022

Gaussian similarity preserving for cross-modal hashing.

Liuyin Lin, Xin Shu

Neurocomputing, 2022

Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation.

Yu Hua, Xin Shu, Zizhou Wang, Lei Zhang

Int. J. Neural Syst., 2022

NAS-PRNet: Neural Architecture Search generated Phase Retrieval Net for Off-axis Quantitative Phase Imaging.

Xin Shu, Mengxuan Niu, Yi Zhang, Renjie Zhou

CoRR, 2022

FCRB U-Net: A novel fully connected residual block U-Net for fetal cerebellum ultrasound image segmentation.

Xin Shu, Yingyan Gu, Xin Zhang, Chunlong Hu, Ke Cheng

Comput. Biol. Medicine, 2022

ECAU-Net: Efficient channel attention U-Net for fetal ultrasound cerebellum segmentation.

Xin Shu, Feng Chang, Xin Zhang, Changbin Shao, Xibei Yang

Biomed. Signal Process. Control., 2022

LLCF: A Load- and Location-Aware Collaborative Filtering Algorithm to Predict QoS of Web Service.

Chen Li, Xiaochun Zhang, Chengyuan Yu, Xin Shu, Xiaopeng Xu

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

A Coarse-to-Fine Network for Craniopharyngioma Segmentation.

Yijie Yu, Lei Zhang, Xin Shu, Zizhou Wang, Chaoyue Chen, Jianguo Xu

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

2021

An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature.

Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi

IEEE Trans. Cogn. Dev. Syst., 2021

Multiple channels local binary pattern for color texture representation and classification.

Xin Shu, Zhigang Song, Jinlong Shi, Shucheng Huang, Xiao-Jun Wu

Signal Process. Image Commun., 2021

Scalable multi-label canonical correlation analysis for cross-modal retrieval.

Xin Shu, Guoying Zhao

Pattern Recognit., 2021

Face spoofing detection based on chromatic ED-LBP texture feature.

Xin Shu, Hui Tang, Shucheng Huang

Multim. Syst., 2021

A semi-symmetric domain adaptation network based on multi-level adversarial features for meningioma segmentation.

Zizhou Wang, Xin Shu, Chaoyue Chen, Yuen Teng, Lei Zhang, Jianguo Xu

Knowl. Based Syst., 2021

Face anti-spoofing based on weighted neighborhood pixel difference pattern.

Xin Shu, Kun Xia, Hui Pan, Lei Pan, Ming Zhang

J. Electronic Imaging, 2021

Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer.

Xin Shu, Sameera Sansare, Di Jin, Xiangxiang Zeng, Kai-Yu Tong, Rishikesh Pandey, Renjie Zhou

Adv. Intell. Syst., 2021

The Scientific and Technological Innovation Performance of Chinese World-Class Universities and its Influencing Factors.

Xiaoxiao Chen, Xin Shu

IEEE Access, 2021

AI-Based Language Chatbot 2.0 - The Design and Implementation of English Language Concept Learning Agent App.

Rui Liu, Xin Shu, Peishan Li, Yinong Xu, Philip Yeung, Raymond S. T. Lee

Proceedings of the Emerging Technologies for Education - 6th International Symposium, 2021

An Adaptive Force Control Architecture with Fast-Response and Robustness in Uncertain Environment^∗.

Xin Shu, Fenglei Ni, Kang Min, Yechao Liu, Hong Liu

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

A Vision-based Lane Departure Warning Framework.

Jiaju Wu, Pengshuai Yin, Xin Shu, Huichou Huang, Fei Liu, Qingyao Wu

Proceedings of the IEEE International Conference on e-Business Engineering, 2021

An Implementation of Face Recognition System with Face Presentation Attack Detection on Raspberry Pi.

Wenjun Wang, Xiangkang Huang, Xin Shu, Shuping Li, Huichou Huang, Qingyao Wu

Proceedings of the IEEE International Conference on e-Business Engineering, 2021

Size-Sensitive Optimization of Loss Function on Vision-based Object Detection.

Tong Li, Xin Shu, Gang Chen, Yifan Wang

Proceedings of the EITCE 2021: 5th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, October 22, 2021

2020

Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification.

Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi

IEEE Trans. Medical Imaging, 2020

Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems.

Chengyu Hu, Xin Shu, Xuesong Yan, Deze Zeng, Wenyin Gong, Lei Wang

Softw. Pract. Exp., 2020

Cross-view hashing via supervised deep discrete matrix factorization.

Yingjun Xiong, Yan Xu, Xin Shu

Pattern Recognit., 2020

Automatic Diagnosis of Microgrid Networks' Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering.

Fan Xu, Xin Shu, Xiaodi Zhang, Bo Fan

Complex., 2020

Data-Driven Bearing Fault Diagnosis of Microgrid Network Power Device Based on a Stacked Denoising Autoencoder in Deep Learning and Clustering by Fast Search without Data Labels.

Fan Xu, Xin Shu, Xin Li, Xiaodi Zhang

Complex., 2020

DAGNet: Exploring the Structure of Objects for Saliency Detection.

Haobo Rao, Zhiheng Zhou, Bo Li, Xin Shu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A Novel Rail Inspection Robot and Fault Detection Method for the Coal Mine Hoisting System.

Chaoquan Tang, Gongbo Zhou, Zhaoxing Gao, Xin Shu, Pengpeng Chen

IEEE Intell. Transp. Syst. Mag., 2019

Cross-modal supervised learning for better acoustic representations.

Shaoyong Jia, Xin Shu, Yang Yang, Dawei Liang, Qiyue Liu, Junhui Liu

CoRR, 2019

Multi-view uncorrelated discriminant analysis via dependence maximization.

Xin Shu, Peisen Yuan, Haiyan Jiang, Darong Lai

Appl. Intell., 2019

Locally Guided Multiple Bi-RRT∗ for Fast Path Planning in Narrow Passages.

Xin Shu, Fenglei Ni, Zhou Zhou, Yechao Liu, Hong Liu, Tian Zou

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Hybrid Matrix Factorization for Multi-view Clustering.

Hongbin Yu, Xin Shu

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

Design and Magnetic Force Analysis of Patrol Robot for Deep Shaft Rigid Cage Guide.

Hongwei Tang, Chaoquan Tang, Gongbo Zhou, Xin Shu, Qiao Gao

Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

Design and Optimization of Evaluation Metrics in Object Detection and Tracking for Low-Altitude Aerial Video.

Li Wang, Xin Shu, Wei Zhang, Yunfang Chen

Proceedings of the Big Data and Security - First International Conference, 2019

2018

Graph regularized supervised cross-view hashing.

Xin Shu, Haiyan Jiang, Huanliang Xu

Multim. Tools Appl., 2018

Feature memory-based deep recurrent neural network for language modeling.

Hongli Deng, Lei Zhang, Xin Shu

Appl. Soft Comput., 2018

A Self-Supervised Learning Manipulator Grasping Approach Based on Instance Segmentation.

Xin Shu, Chang Liu, Tong Li, Chunkai Wang, Cheng Chi

IEEE Access, 2018

A Flexible Tactile Sensor With Good Consistency.

Cheng Chi, Xuguang Sun, Tong Li, Xin Shu, Ning Xue, Chang Liu

IEEE Access, 2018

Galaxy: Towards Scalable and Interpretable Explanation on High-Dimensional and Spatio-Temporal Correlated Climate Data.

Yong Zhuang, David L. Small, Xin Shu, Kui Yu, Shafiqul Islam, Wei Ding

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

2017

Converted-face identification: using synthesized images to replace original images for recognition.

Chang-Bin Shao, Xiaoning Song, Xin Shu, Xiaojun Wu

Multim. Tools Appl., 2017

Speed up kernel dependence maximization for multi-label feature extraction.

Xin Shu, Jing Qiu

J. Vis. Commun. Image Represent., 2017

A Context-Aware Smart Office Application System.

Hou Yuan Wei, Hao Yong Le, Xin Shu, Caiyuan Chen

Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2017

2016

Exploring canonical correlation analysis with subspace and structured sparsity for web image annotation.

Liang Tao, Horace H. S. Ip, Aijun Zhang, Xin Shu

Image Vis. Comput., 2016

A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval.

Xin Shu, Qianni Zhang, Jinlong Shi, Yunsong Qi

Inf., 2016

A Context Model for Mechanical Ventilation in Grain Storage.

Caiyuan Chen, Xin Shu, Tong Mo, Weiping Li, Chuanzhen Zang, Zhaoan Chen, Yihong Wang

Proceedings of the 9th International Conference on Service Science, 2016

Trace norm regularized canonical correlation analysis.

Hong-Qi Li, Yuan-Yuan Lu, Xin Shu, Qiang Liu

Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

2015

Multi-scale contour flexibility shape signature for Fourier descriptor.

Xin Shu, Lei Pan, Xiaojun Wu

J. Vis. Commun. Image Represent., 2015

Three-dimensional measurement of large-scale texture-less bending plates.

Suqin Bai, Jinlong Shi, Qiang Qian, Linbin Pang, Xin Shu

J. Electronic Imaging, 2015

A least squares formulation of multi-label linear discriminant analysis.

Xin Shu, Huanliang Xu, Liang Tao

Neurocomputing, 2015

Learning shared subspace for multi-label dimensionality reduction via dependence maximization.

Xin Shu, Darong Lai, Huanliang Xu, Liang Tao

Neurocomputing, 2015

Low rank approximation with sparse integration of multiple manifolds for data representation.

Liang Tao, Horace H. S. Ip, Yinglin Wang, Xin Shu

Appl. Intell., 2015

2014

Non-negative and sparse spectral clustering.

Hongtao Lu, Zhenyong Fu, Xin Shu

Pattern Recognit., 2014

Linear discriminant analysis with spectral regularization.

Xin Shu, Hongtao Lu

Appl. Intell., 2014

Ensemble Manifold Structured Low Rank Approximation for Data Representation.

Liang Tao, Horace Ho-Shing Ip, Yinglin Wang, Xin Shu

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Exploring Shared Subspace and Joint Sparsity for Canonical Correlation Analysis.

Liang Tao, Horace Ho-Shing Ip, Yinglin Wang, Xin Shu

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

An improved algorithm on micro-blog community detection.

ZhiCheng Ma, Xin Shu, Guanghui Yan

Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013

2012

Efficient linear discriminant analysis with locality preserving for face recognition.

Xin Shu, Yao Gao, Hongtao Lu

Pattern Recognit., 2012

A New Family of Phase-Fitted and Amplification-Fitted Runge-Kutta Type Methods for Oscillators.

Zhaoxia Chen, Xiong You, Xin Shu, Mei Zhang

J. Appl. Math., 2012

Neighborhood Structure Preserving Ridge Regression for Dimensionality Reduction.

Xin Shu, Hongtao Lu

Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011

A novel contour descriptor for 2D shape matching and its application to image retrieval.

Xin Shu, Xiaojun Wu

Image Vis. Comput., 2011

Integrating fractal dimensionality reduction with cluster evolution tracking.

Guanghui Yan, Yu Xu, Xin Shu, Xiang Li, Minghao Ai, ZhiCheng Ma

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

1993

An object-oriented real-time distributed simulation of cellular phone switching system.

Carl K. Chang, Xin Shu, Gene Chan, Mikio Aoyama

Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

An object-oriented prototyping approach to system development.

Takashi Arano, Carl K. Chang, Pattanasak Mongkolwat, Yong Liu, Xin Shu

Proceedings of the Seventeenth Annual International Computer Software and Applications Conference, 1993