Songhua Xu

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 60

Top Venues

Publications

Muhammad Usman Aslam, Songhua Xu, Muhammad Noor-ul-Amin, Sajid Hussain, Muhammad Waqas
Fuzzy control charts for individual observations to analyze variability in health monitoring processes. Appl. Soft Comput. 164 (2024)
Ronghua Shang, Chenchen Liu, Weitong Zhang, Yangyang Li, Songhua Xu
Unsupervised feature selection method based on dual manifold learning and dual spatial latent representation. Expert Syst. Appl. 255 (2024)
Ronghua Shang, Yuhao Xie, Weitong Zhang, Jie Feng, Songhua Xu
Joint Adversarial Network With Semantic and Topology Fusion for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiarui Kong, Ronghua Shang, Weitong Zhang, Chao Wang, Songhua Xu
Robust feature selection via central point link information and sparse latent representation. Pattern Recognit. 154 (2024)
Ronghua Shang, Lizhuo Gao, Haijing Chi, Jiarui Kong, Weitong Zhang, Songhua Xu
Non-convex feature selection based on feature correlation representation and dual manifold optimization. Expert Syst. Appl. 250 (2024)
Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation. Medical Image Anal. 97 (2024)
Jingyu Zhong, Ronghua Shang, Songhua Xu, Yangyang Li
Graph embedding orthogonal decomposition: A synchronous feature selection technique based on collaborative particle swarm optimization. Pattern Recognit. 152 (2024)
Wenjie Li, Ronghua Shang, Zihan Ju, Jie Feng, Songhua Xu, Weitong Zhang
Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Caixia Dong, Duwei Dai, Zongfang Li, Songhua Xu
A novel deep network with triangular-star spatial-spectral fusion encoding and entropy-aware double decoding for coronary artery segmentation. Inf. Fusion 112 (2024)
Caixia Dong, Songhua Xu, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li
A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation. Medical Image Anal. 85 (2023)
Ronghua Shang, Keyao Zhu, Jie Feng, Chao Wang, Licheng Jiao, Songhua Xu
Reg-Superpixel Guided Convolutional Neural Network of PolSAR Image Classification Based on Feature Selection and Receptive Field Reconstruction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Huiwen Huang, Xiaonan Luo, Songhua Xu, Youxing Li
Twin Pseudo-training for semi-supervised semantic segmentation. Comput. Graph. 115 (2023)
Mingming Yang, Songhua Xu
A Novel Degraded Document Binarization Model through Vision Transformer Network. Inf. Fusion 93 (2023)
Songhua Xu, Chunwei Zhang, Ardashir Mohammadzadeh
Type-3 Fuzzy Control of Robotic Manipulators. Symmetry 15 (2) (2023)
Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai
3D Medical image segmentation using parallel transformers. Pattern Recognit. 138 (2023)
Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu
Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis. Expert Syst. Appl. 230 (2023)
Ye-Chuan Tian, Songhua Xu, Cheickna Sylla
A Novel Three-Staged Generative Model for Skeletonizing Chinese Characters with Versatile Styles. J. Comput. Sci. Technol. 38 (6) (2023)
Caixia Dong, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li, Songhua Xu
Learning from dermoscopic images in association with clinical metadata for skin lesion segmentation and classification. Comput. Biol. Medicine 152 (2023)
Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian
MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation. Pattern Recognit. 139 (2023)
Ronghua Shang, Songling Zhu, Licheng Jiao, Songhua Xu
An EMO Joint Pruning with Multiple Sub-networks: Fast and Effect. CoRR (2023)
Songling Zhu, Ronghua Shang, Ke Tang, Songhua Xu, Yangyang Li
BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning. Knowl. Based Syst. 279 (2023)
Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo
Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation. Medical Image Anal. 75 (2022)
Songhua Xu
Study on the spatial distribution of Economy Hotels in Wuhan based on Kernel Density Estimatio. ISBDAI (2022)
Yongheng Sun, Duwei Dai, Songhua Xu
Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation. Medical Image Anal. 82 (2022)
Jiachen Li, Songhua Xu, Xueying Qin
A hierarchical model for learning to understand head gesture videos. Pattern Recognit. 121 (2022)
Yanli Liu, Xingming Zou, Songhua Xu, Guanyu Xing, Housheng Wei, Yanci Zhang
Real-Time Shadow Detection From Live Outdoor Videos for Augmented Reality. IEEE Trans. Vis. Comput. Graph. 28 (7) (2022)
Jinlong Hu, Songhua Xu, Xiangdong Ding
A Triplet network framework based automatic assessment of simulation quality for respiratory droplet propagation. Pattern Recognit. 119 (2021)
Fei Wang, Songhua Xu, Dazhi Jiang, Baoquan Zhao, Xiaoqiang Dong, Teng Zhou, Xiaonan Luo
Particle hydrodynamic simulation of thrombus formation using velocity decay factor. Comput. Methods Programs Biomed. 207 (2021)
Jia-Chen Li, Fan Zhong, Songhua Xu, Xueying Qin
3D Object Tracking with Adaptively Weighted Local Bundles. J. Comput. Sci. Technol. 36 (3) (2021)
Songhua Xu
Studies on the Spatial Subdivision and its influencing factors of Domestic Tourist Markets in Wuhan. ICIIP (2021)
Mingming Yang, Songhua Xu
Orthogonal Nonnegative Matrix Factorization using a novel deep Autoencoder Network. Knowl. Based Syst. 227 (2021)
Fuwei Zhang, Ruomei Wang, Songhua Xu, Fan Zhou
Fusing Temporally Distributed Multi-Modal Semantic Clues for Video Question Answering. ICME (2021)
Mingming Yang, Songhua Xu
A novel deep quantile matrix completion model for top-N recommendation. Knowl. Based Syst. 228 (2021)
Jingwei Liao, Yanli Liu, Guanyu Xing, Housheng Wei, Jueyu Chen, Songhua Xu
Shadow Detection via Predicting the Confidence Maps of Shadow Detection Methods. ACM Multimedia (2021)
Jiayao Ma, Xinbo Jiang, Songhua Xu, Xueying Qin
Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment. IJCAI (2021)
Yu Deng, Zhongquan Gao, Songhua Xu, Pengyu Ren, Yang Wen, Ying Mao, Zongfang Li
ST-Net: Synthetic ECG tracings for diagnosing various cardiovascular diseases. Biomed. Signal Process. Control. 61 (2020)
Mingming Yang, Songhua Xu
A novel patch-based nonlinear matrix completion algorithm for image analysis through convolutional neural network. Neurocomputing 389 (2020)
Xiaoyuan Liang, Yuchuan Zhang, Guiling Wang, Songhua Xu
A Deep Learning Model for Transportation Mode Detection Based on Smartphone Sensing Data. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Chunyan Zhang, Songhua Xu, Zongfang Li
PanelNet: A Novel Deep Neural Network for Predicting Collective Diagnostic Ratings by a Panel of Radiologists for Pulmonary Nodules. ACM Multimedia (2020)
Songhua Xu
Analysis on Spatial distribution Pattern of domestic tourists in Wuhan. ISBDAI (2020)
Mashael Yousef Almoqbel, Songhua Xu
Computational Mining of Social Media to Curb Terrorism. ACM Comput. Surv. 52 (5) (2019)
Baoquan Zhao, Songhua Xu, Shujin Lin, Ruomei Wang, Xiaonan Luo
A New Visual Interface for Searching and Navigating Slide-Based Lecture Videos. ICME (2019)
Huadeng Wang, Songhua Xu, Lihui Liu, Xiaonan Luo
Inferring Missing Attributes of Users in Large-Scale Social networks. ICACI (2019)
Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Meng Liu, Xueying Qin
Sparsely Grouped Multi-Task Generative Adversarial Networks for Facial Attribute Manipulation. ACM Multimedia (2018)
Qingni Yuan, Songhua Xu, Lv Jian
A new method for retrieving batik shape patterns. J. Assoc. Inf. Sci. Technol. 69 (4) (2018)
Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Xueying Qin
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation. CoRR (2018)
Bingwen Jin, Songhua Xu, Weidong Geng
Learning to sketch human facial portraits using personal styles by case-based reasoning. Multim. Tools Appl. 77 (5) (2018)
Yongsheng Rao, Jingzhong Zhang, Yu Zou, Yanchun Sun, Xiangping Chen, Songhua Xu
An advanced operating environment for mathematics education resources. Sci. China Inf. Sci. 61 (9) (2018)
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
Intelligent bus routing with heterogeneous human mobility patterns. Knowl. Inf. Syst. 50 (2) (2017)
Zhuo Shi, Yalei An, Songhua Xu, Zhongshuai Wang, Ke Yu, Xiaonan Luo
Mesh Simplification Method Based on Reverse Interpolation Loop Subdivision. ICCMS (2017)
Baoquan Zhao, Shujin Lin, Xiaonan Luo, Songhua Xu, Ruomei Wang
A Novel System for Visual Navigation of Educational Videos Using Multimodal Cues. ACM Multimedia (2017)
Yang Liu, Songhua Xu
A local context-aware LDA model for topic modeling in a document network. J. Assoc. Inf. Sci. Technol. 68 (6) (2017)
Hong-Jun Yoon, Songhua Xu, Georgia D. Tourassi
Predicting lung cancer incidence from air pollution exposures using shapelet-based time series analysis. BHI (2016)
Baoquan Zhao, Songhua Xu, Shujin Lin, Xiaonan Luo, Lian Duan
A new visual navigation system for exploring biomedical Open Educational Resource (OER) videos. J. Am. Medical Informatics Assoc. 23 (e1) (2016)
Yang Liu, Songhua Xu
Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment. IEEE Trans. Comput. Soc. Syst. 3 (2) (2016)
Georgia D. Tourassi, Hong-Jun Yoon, Songhua Xu
A novel web informatics approach for automated surveillance of cancer mortality trends. J. Biomed. Informatics 61 (2016)
Bin Cao, Yang Kang, Shujin Lin, Xiaonan Luo, Songhua Xu, Zhihan Lv
Style-sensitive 3D model retrieval through sketch-based queries. J. Intell. Fuzzy Syst. 31 (5) (2016)
Georgia D. Tourassi, Hong-Jun Yoon, Songhua Xu, Xuesong Han
The utility of web mining for epidemiological research: studying the association between parity and cancer risk. J. Am. Medical Informatics Assoc. 23 (3) (2016)
Bingwen Jin, Songhua Xu, Weidong Geng
Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning. CoRR (2016)
Bin Cao, Yang Kang, Shujin Lin, Xiaonan Luo, Songhua Xu, Zhihan Lv, Yu Xue
A novel 3D model retrieval system based on three-view sketches. J. Intell. Fuzzy Syst. 31 (5) (2016)
Yang Kang, Chi Xu, Shujin Lin, Songhua Xu, Xiaonan Luo, Qiang Chen
Component segmentation of sketches used in 3D model retrieval. SIGGRAPH Posters (2015)
Hong-Jun Yoon, Georgia D. Tourassi, Songhua Xu
Residential Mobility and Lung Cancer Risk: Data-Driven Exploration Using Internet Sources. SBP (2015)
Yang Liu, Songhua Xu, Georgia D. Tourassi
Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment. SBP (2015)
Shujin Lin, Songhua Xu, Yuhui Hu, Xuliang Guo, Yuhua Li, Ruomei Wang, Xiaonan Luo
3D modeling with three-view drawings. SIGGRAPH ASIA Posters (2014)
Songhua Xu, Hong-Jun Yoon, Georgia D. Tourassi
A user-oriented web crawler for selectively acquiring online content in e-health research. Bioinform. 30 (1) (2014)
Yang Liu, Songhua Xu, Lian Duan
Relationship Emergence Prediction in Heterogeneous Networks through Dynamic Frequent Subgraph Mining. CIKM (2014)
Lian Duan, W. Nick Street, Yanchi Liu, Songhua Xu, Brook Wu
Selecting the Right Correlation Measure for Binary Data. ACM Trans. Knowl. Discov. Data 9 (2) (2014)
Christopher Markson, Songhua Xu
A New Visual Navigation System for Exploring Biomedical Patents. AMIA (2014)
Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. ICDM (2014)
Yang Liu, Songhua Xu, Hong-Jun Yoon, Georgia D. Tourassi
Extracting Patient Demographics and Personal Medical Information from Online Health Forums. AMIA (2014)
Yuhua Li, Songhua Xu, Xiaonan Luo, Shujin Lin
A new algorithm for product image search based on salient edge characterization. J. Assoc. Inf. Sci. Technol. 65 (12) (2014)
Songhua Xu, Jianqiang Sheng, Xiaonan Luo
A new algorithm for context-based biomedical diagram similarity estimation. Bioinform. 29 (6) (2013)
Chuan Niu, Fan Zhong, Songhua Xu, Chenglei Yang, Xueying Qin
Cylindrical panoramic mosaicing from a pipeline video through MRF based optimization. Vis. Comput. 29 (4) (2013)
Shujin Lin, Xiaonan Luo, Songhua Xu, Jianmin Wang
A new interpolation subdivision scheme for triangle/quad mesh. Graph. Model. 75 (5) (2013)
Songhua Xu, Georgia D. Tourassi
A novel local learning based approach with application to breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis (2012)
Songhua Xu, Hao Jiang, Francis C. M. Lau, Yunhe Pan
Computationally Evaluating and Reproducing the Beauty of Chinese Calligraphy. IEEE Intell. Syst. 27 (3) (2012)
Anas Mahmoud, Nan Niu, Songhua Xu
A semantic relatedness approach for traceability link recovery. ICPC (2012)
Jianqiang Sheng, Songhua Xu, Weicai Deng, Xiaonan Luo
Novel image features for categorizing biomedical images. BIBM (2012)
Rukun Fan, Songhua Xu, Weidong Geng
Example-Based Automatic Music-Driven Conventional Dance Motion Synthesis. IEEE Trans. Vis. Comput. Graph. 18 (3) (2012)
Jack C. Schryver, Mallikarjun Shankar, Songhua Xu
Moving from descriptive to causal analytics: case study of discovering knowledge from us health indicators warehouse. SHB (2012)
Chuan Niu, Fan Zhong, Songhua Xu, Chenglei Yang, Xueying Qin
Creating Cylindrical Panoramic Mosaic from a Pipeline Video. CAD/Graphics (2011)
Songhua Xu, Hao Jiang, Francis Chi-Moon Lau
Mining User Dwell Time for Personalized Web Search Re-Ranking. IJCAI (2011)
Songhua Xu, Hao Jiang, Francis Chi-Moon Lau
Retrieving and ranking unannotated images through collaboratively mining online search results. CIKM (2011)
Hao Jiang, Songhua Xu, Francis Chi-Moon Lau
Capturing user reading behaviors for personalized document summarization. IUI (2011)
Thomas S. Brettin, Laura Pullum, Daniel Quest, Xiaohui Cui, Songhua Xu, Richard Stouder
Poster: a novel architecture for biothreat situation awareness. SC Companion (2011)
Songhua Xu, Hao Jiang, Francis C. M. Lau
Observing facial expressions and gaze positions for personalized webpage recommendation. ICEC (2010)
Songhua Xu, Shaohui Yang, Francis Chi-Moon Lau
Keyword Extraction and Headline Generation Using Novel Word Features. AAAI (2010)
Songhua Xu, Michael Krauthammer
A new pivoting and iterative text detection algorithm for biomedical images. J. Biomed. Informatics 43 (6) (2010)
Xiaoxiao Song, Songhua Xu, Willard L. Miranker
Kernel based principal component for recognizing handwritten numbers. IJCNN (2010)
Yu He, Songhua Xu, Willard L. Miranker
A Force Field Driven SOM for boundary detection. IJCNN (2010)
Songhua Xu, Hao Jiang, Francis C. M. Lau
Personalized web content provider recommendation through mining individual users' QoS. ICEC (2009)
Songhua Xu, Hao Jiang, Francis C. M. Lau
User-oriented document summarization through vision-based eye-tracking. IUI (2009)
Songhua Xu, Hao Jiang, Francis C. M. Lau
Learning to rank videos personally using multiple clues. CIVR (2009)
Songhua Xu, Wenxia Yang, Francis C. M. Lau
A Visualization Based Approach for Digital Signature Authentication. Comput. Graph. Forum 28 (3) (2009)
Songhua Xu, Tao Jin, Hao Jiang, Francis C. M. Lau
Automatic Generation of Personal Chinese Handwriting by Capturing the Characteristics of Personal Handwriting. IAAI (2009)
Songhua Xu, Hao Jiang, Tao Jin, Francis C. M. Lau, Yunhe Pan
Automatic Generationof Chinese Calligraphic Writings with Style Imitation. IEEE Intell. Syst. 24 (2) (2009)
Songhua Xu, Tao Jin, Francis Chi-Moon Lau
A new visual search interface for web browsing. WSDM (2009)
Yanli Liu, Xueying Qin, Songhua Xu, Eihachiro Nakamae, Qunsheng Peng
Light source estimation of outdoor scenes for mixed reality. Vis. Comput. 25 (5-7) (2009)
Songhua Xu, Tao Jin, Francis Chi-Moon Lau
Automatic Generation of Music Slide Show Using Personal Photos. ISM (2008)
Songhua Xu, Hao Jiang, Francis C. M. Lau
Personalized online document, image and video recommendation via commodity eye-tracking. RecSys (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Songhua Xu