Songhua Xu

According to our database, Songhua Xu authored at least 110 papers between 2001 and 2024.

Collaborative distances:

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

2024

Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression.

Wenjie Li, Ronghua Shang, Zihan Ju, Jie Feng, Songhua Xu, Weitong Zhang

IEEE Geosci. Remote. Sens. Lett., 2024

2023

A Novel Three-Staged Generative Model for Skeletonizing Chinese Characters with Versatile Styles.

Ye-Chuan Tian, Songhua Xu, Cheickna Sylla

J. Comput. Sci. Technol., December, 2023

BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning.

Songling Zhu, Ronghua Shang, Ke Tang, Songhua Xu, Yangyang Li

Knowl. Based Syst., November, 2023

Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis.

Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu

Expert Syst. Appl., November, 2023

Twin Pseudo-training for semi-supervised semantic segmentation.

Huiwen Huang, Xiaonan Luo, Songhua Xu, Youxing Li

Comput. Graph., October, 2023

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation.

Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian

Pattern Recognit., July, 2023

3D Medical image segmentation using parallel transformers.

Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai

Pattern Recognit., June, 2023

A Novel Degraded Document Binarization Model through Vision Transformer Network.

Mingming Yang, Songhua Xu

Inf. Fusion, May, 2023

A novel multi-attention, multi-scale 3D deep network for coronary artery segmentation.

Caixia Dong, Songhua Xu, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li

Medical Image Anal., April, 2023

Type-3 Fuzzy Control of Robotic Manipulators.

Songhua Xu, Chunwei Zhang, Ardashir Mohammadzadeh

Symmetry, February, 2023

Reg-Superpixel Guided Convolutional Neural Network of PolSAR Image Classification Based on Feature Selection and Receptive Field Reconstruction.

Ronghua Shang, Keyao Zhu, Jie Feng, Chao Wang, Licheng Jiao, Songhua Xu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

An EMO Joint Pruning with Multiple Sub-networks: Fast and Effect.

Ronghua Shang, Songling Zhu, Licheng Jiao, Songhua Xu

CoRR, 2023

Learning from dermoscopic images in association with clinical metadata for skin lesion segmentation and classification.

Caixia Dong, Duwei Dai, Yizhi Zhang, Chunyan Zhang, Zongfang Li, Songhua Xu

Comput. Biol. Medicine, 2023

2022

Real-Time Shadow Detection From Live Outdoor Videos for Augmented Reality.

Yanli Liu, Xingming Zou, Songhua Xu, Guanyu Xing, Housheng Wei, Yanci Zhang

IEEE Trans. Vis. Comput. Graph., 2022

A hierarchical model for learning to understand head gesture videos.

Jiachen Li, Songhua Xu, Xueying Qin

Pattern Recognit., 2022

Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation.

Yongheng Sun, Duwei Dai, Songhua Xu

Medical Image Anal., 2022

Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation.

Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo

Medical Image Anal., 2022

Study on the spatial distribution of Economy Hotels in Wuhan based on Kernel Density Estimatio.

Songhua Xu

Proceedings of the 3rd International Symposium on Big Data and Artificial Intelligence, 2022

2021

A Triplet network framework based automatic assessment of simulation quality for respiratory droplet propagation.

Jinlong Hu, Songhua Xu, Xiangdong Ding

Pattern Recognit., 2021

A novel deep quantile matrix completion model for top-N recommendation.

Mingming Yang, Songhua Xu

Knowl. Based Syst., 2021

Orthogonal Nonnegative Matrix Factorization using a novel deep Autoencoder Network.

Mingming Yang, Songhua Xu

Knowl. Based Syst., 2021

3D Object Tracking with Adaptively Weighted Local Bundles.

Jia-Chen Li, Fan Zhong, Songhua Xu, Xueying Qin

J. Comput. Sci. Technol., 2021

Particle hydrodynamic simulation of thrombus formation using velocity decay factor.

Fei Wang, Songhua Xu, Dazhi Jiang, Baoquan Zhao, Xiaoqiang Dong, Teng Zhou, Xiaonan Luo

Comput. Methods Programs Biomed., 2021

Shadow Detection via Predicting the Confidence Maps of Shadow Detection Methods.

Jingwei Liao, Yanli Liu, Guanyu Xing, Housheng Wei, Jueyu Chen, Songhua Xu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment.

Jiayao Ma, Xinbo Jiang, Songhua Xu, Xueying Qin

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Fusing Temporally Distributed Multi-Modal Semantic Clues for Video Question Answering.

Fuwei Zhang, Ruomei Wang, Songhua Xu, Fan Zhou

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Studies on the Spatial Subdivision and its influencing factors of Domestic Tourist Markets in Wuhan.

Songhua Xu

Proceedings of the ICIIP 2021: 2021 6th International Conference on Intelligent Information Processing, 2021

2020

A Deep Learning Model for Transportation Mode Detection Based on Smartphone Sensing Data.

Xiaoyuan Liang, Yuchuan Zhang, Guiling Wang, Songhua Xu

IEEE Trans. Intell. Transp. Syst., 2020

A novel patch-based nonlinear matrix completion algorithm for image analysis through convolutional neural network.

Mingming Yang, Songhua Xu

Neurocomputing, 2020

ST-Net: Synthetic ECG tracings for diagnosing various cardiovascular diseases.

Yu Deng, Zhongquan Gao, Songhua Xu, Pengyu Ren, Yang Wen, Ying Mao, Zongfang Li

Biomed. Signal Process. Control., 2020

PanelNet: A Novel Deep Neural Network for Predicting Collective Diagnostic Ratings by a Panel of Radiologists for Pulmonary Nodules.

Chunyan Zhang, Songhua Xu, Zongfang Li

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Analysis on Spatial distribution Pattern of domestic tourists in Wuhan.

Songhua Xu

Proceedings of the ISBDAI 2020, 2020

2019

Computational Mining of Social Media to Curb Terrorism.

Mashael Yousef Almoqbel, Songhua Xu

ACM Comput. Surv., 2019

A New Visual Interface for Searching and Navigating Slide-Based Lecture Videos.

Baoquan Zhao, Songhua Xu, Shujin Lin, Ruomei Wang, Xiaonan Luo

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Inferring Missing Attributes of Users in Large-Scale Social networks.

Huadeng Wang, Songhua Xu, Lihui Liu, Xiaonan Luo

Proceedings of the Eleventh International Conference on Advanced Computational Intelligence, 2019

2018

Learning to sketch human facial portraits using personal styles by case-based reasoning.

Bingwen Jin, Songhua Xu, Weidong Geng

Multim. Tools Appl., 2018

A new method for retrieving batik shape patterns.

Qingni Yuan, Songhua Xu, Lv Jian

J. Assoc. Inf. Sci. Technol., 2018

Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation.

Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Xueying Qin

CoRR, 2018

An advanced operating environment for mathematics education resources.

Yongsheng Rao, Jingzhong Zhang, Yu Zou, Yanchun Sun, Xiangping Chen, Songhua Xu

Sci. China Inf. Sci., 2018

Sparsely Grouped Multi-Task Generative Adversarial Networks for Facial Attribute Manipulation.

Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Meng Liu, Xueying Qin

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017

Intelligent bus routing with heterogeneous human mobility patterns.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Knowl. Inf. Syst., 2017

A local context-aware LDA model for topic modeling in a document network.

Yang Liu, Songhua Xu

J. Assoc. Inf. Sci. Technol., 2017

A Novel System for Visual Navigation of Educational Videos Using Multimodal Cues.

Baoquan Zhao, Shujin Lin, Xiaonan Luo, Songhua Xu, Ruomei Wang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Mesh Simplification Method Based on Reverse Interpolation Loop Subdivision.

Zhuo Shi, Yalei An, Songhua Xu, Zhongshuai Wang, Ke Yu, Xiaonan Luo

Proceedings of the 8th International Conference on Computer Modeling and Simulation, 2017

2016

Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment.

Yang Liu, Songhua Xu

IEEE Trans. Comput. Soc. Syst., 2016

A novel 3D model retrieval system based on three-view sketches.

Bin Cao, Yang Kang, Shujin Lin, Xiaonan Luo, Songhua Xu, Zhihan Lv, Yu Xue

J. Intell. Fuzzy Syst., 2016

Style-sensitive 3D model retrieval through sketch-based queries.

Bin Cao, Yang Kang, Shujin Lin, Xiaonan Luo, Songhua Xu, Zhihan Lv

J. Intell. Fuzzy Syst., 2016

A novel web informatics approach for automated surveillance of cancer mortality trends.

Georgia D. Tourassi, Hong-Jun Yoon, Songhua Xu

J. Biomed. Informatics, 2016

A new visual navigation system for exploring biomedical Open Educational Resource (OER) videos.

Baoquan Zhao, Songhua Xu, Shujin Lin, Xiaonan Luo, Lian Duan

J. Am. Medical Informatics Assoc., 2016

The utility of web mining for epidemiological research: studying the association between parity and cancer risk.

Georgia D. Tourassi, Hong-Jun Yoon, Songhua Xu, Xuesong Han

J. Am. Medical Informatics Assoc., 2016

Predicting lung cancer incidence from air pollution exposures using shapelet-based time series analysis.

Hong-Jun Yoon, Songhua Xu, Georgia D. Tourassi

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Component segmentation of sketches used in 3D model retrieval.

Yang Kang, Chi Xu, Shujin Lin, Songhua Xu, Xiaonan Luo, Qiang Chen

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2015

Residential Mobility and Lung Cancer Risk: Data-Driven Exploration Using Internet Sources.

Hong-Jun Yoon, Georgia D. Tourassi, Songhua Xu

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Detecting Rumors Through Modeling Information Propagation Networks in a Social Media Environment.

Yang Liu, Songhua Xu, Georgia D. Tourassi

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

2014

Selecting the Right Correlation Measure for Binary Data.

Lian Duan, W. Nick Street, Yanchi Liu, Songhua Xu, Brook Wu

ACM Trans. Knowl. Discov. Data, 2014

A new algorithm for product image search based on salient edge characterization.

Yuhua Li, Songhua Xu, Xiaonan Luo, Shujin Lin

J. Assoc. Inf. Sci. Technol., 2014

A user-oriented web crawler for selectively acquiring online content in e-health research.

Songhua Xu, Hong-Jun Yoon, Georgia D. Tourassi

Bioinform., 2014

3D modeling with three-view drawings.

Shujin Lin, Songhua Xu, Yuhui Hu, Xuliang Guo, Yuhua Li, Ruomei Wang, Xiaonan Luo

Proceedings of the SIGGRAPH Asia 2014 Posters, Shenzhen, China, December 3-6, 2014, 2014

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Relationship Emergence Prediction in Heterogeneous Networks through Dynamic Frequent Subgraph Mining.

Yang Liu, Songhua Xu, Lian Duan

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

A New Visual Navigation System for Exploring Biomedical Patents.

Christopher Markson, Songhua Xu

Proceedings of the AMIA 2014, 2014

Extracting Patient Demographics and Personal Medical Information from Online Health Forums.

Yang Liu, Songhua Xu, Hong-Jun Yoon, Georgia D. Tourassi

Proceedings of the AMIA 2014, 2014

2013

Cylindrical panoramic mosaicing from a pipeline video through MRF based optimization.

Chuan Niu, Fan Zhong, Songhua Xu, Chenglei Yang, Xueying Qin

Vis. Comput., 2013

A new interpolation subdivision scheme for triangle/quad mesh.

Shujin Lin, Xiaonan Luo, Songhua Xu, Jianmin Wang

Graph. Model., 2013

A new algorithm for context-based biomedical diagram similarity estimation.

Songhua Xu, Jianqiang Sheng, Xiaonan Luo

Bioinform., 2013

2012

Example-Based Automatic Music-Driven Conventional Dance Motion Synthesis.

Rukun Fan, Songhua Xu, Weidong Geng

IEEE Trans. Vis. Comput. Graph., 2012

Computationally Evaluating and Reproducing the Beauty of Chinese Calligraphy.

Songhua Xu, Hao Jiang, Francis C. M. Lau, Yunhe Pan

IEEE Intell. Syst., 2012

A novel local learning based approach with application to breast cancer diagnosis.

Songhua Xu, Georgia D. Tourassi

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

A semantic relatedness approach for traceability link recovery.

Anas Mahmoud, Nan Niu, Songhua Xu

Proceedings of the IEEE 20th International Conference on Program Comprehension, 2012

Moving from descriptive to causal analytics: case study of discovering knowledge from us health indicators warehouse.

Jack C. Schryver, Mallikarjun Shankar, Songhua Xu

Proceedings of the 2012 International Workshop on Smart Health and Wellbeing, 2012

Novel image features for categorizing biomedical images.

Jianqiang Sheng, Songhua Xu, Weicai Deng, Xiaonan Luo

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011

Poster: a novel architecture for biothreat situation awareness.

Thomas S. Brettin, Laura Pullum, Daniel Quest, Xiaohui Cui, Songhua Xu, Richard Stouder

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Capturing user reading behaviors for personalized document summarization.

Hao Jiang, Songhua Xu, Francis Chi-Moon Lau

Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Mining User Dwell Time for Personalized Web Search Re-Ranking.

Songhua Xu, Hao Jiang, Francis Chi-Moon Lau

Proceedings of the IJCAI 2011, 2011

Retrieving and ranking unannotated images through collaboratively mining online search results.

Songhua Xu, Hao Jiang, Francis Chi-Moon Lau

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Creating Cylindrical Panoramic Mosaic from a Pipeline Video.

Chuan Niu, Fan Zhong, Songhua Xu, Chenglei Yang, Xueying Qin

Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011

2010

A new pivoting and iterative text detection algorithm for biomedical images.

Songhua Xu, Michael Krauthammer

J. Biomed. Informatics, 2010

Kernel based principal component for recognizing handwritten numbers.

Xiaoxiao Song, Songhua Xu, Willard L. Miranker

Proceedings of the International Joint Conference on Neural Networks, 2010

A Force Field Driven SOM for boundary detection.

Yu He, Songhua Xu, Willard L. Miranker

Proceedings of the International Joint Conference on Neural Networks, 2010

Keyword Extraction and Headline Generation Using Novel Word Features.

Songhua Xu, Shaohui Yang, Francis Chi-Moon Lau

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Observing facial expressions and gaze positions for personalized webpage recommendation.

Songhua Xu, Hao Jiang, Francis C. M. Lau

Proceedings of the 12th International Conference on Electronic Commerce, 2010

2009

Light source estimation of outdoor scenes for mixed reality.

Yanli Liu, Xueying Qin, Songhua Xu, Eihachiro Nakamae, Qunsheng Peng

Vis. Comput., 2009

Automatic Generationof Chinese Calligraphic Writings with Style Imitation.

Songhua Xu, Hao Jiang, Tao Jin, Francis C. M. Lau, Yunhe Pan

IEEE Intell. Syst., 2009

A Visualization Based Approach for Digital Signature Authentication.

Songhua Xu, Wenxia Yang, Francis C. M. Lau

Comput. Graph. Forum, 2009

A new visual search interface for web browsing.

Songhua Xu, Tao Jin, Francis Chi-Moon Lau

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

User-oriented document summarization through vision-based eye-tracking.

Songhua Xu, Hao Jiang, Francis C. M. Lau

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Automatic Generation of Personal Chinese Handwriting by Capturing the Characteristics of Personal Handwriting.

Songhua Xu, Tao Jin, Hao Jiang, Francis C. M. Lau

Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

Learning to rank videos personally using multiple clues.

Songhua Xu, Hao Jiang, Francis C. M. Lau

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Personalized web content provider recommendation through mining individual users' QoS.

Songhua Xu, Hao Jiang, Francis C. M. Lau

Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009

2008

Automatic Facsimile of Chinese Calligraphic Writings.

Songhua Xu, Hao Jiang, Tao Jin, Francis C. M. Lau, Yunhe Pan

Comput. Graph. Forum, 2008

Yale Image Finder (YIF): a new search engine for retrieving biomedical images.

Songhua Xu, Jamie P. McCusker, Michael Krauthammer

Bioinform., 2008

Personalized online document, image and video recommendation via commodity eye-tracking.

Songhua Xu, Hao Jiang, Francis C. M. Lau

Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Automatic Generation of Music Slide Show Using Personal Photos.

Songhua Xu, Tao Jin, Francis Chi-Moon Lau

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

A Two-Stage Audio Retrieval Method for Searching Unannotated Audio Clips.

Songhua Xu, Suchao Chen, Kevin Y. Yip, Francis C. M. Lau, Xueying Qin

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Constraint-Based Placement and Routing for FPGAs Using Self-Organizing Maps.

Michail Maniatakos, Songhua Xu, Willard L. Miranker

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Introducing Affect into Competitive Game Play.

Maha Alabduljalil, Songhua Xu, Willard L. Miranker

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

A Neural Network-Based Approach to Modeling the Allocation of Behaviors in Concurrent Schedule, Variable Interval Learning.

Erica J. Newland, Songhua Xu, Willard L. Miranker

Proceedings of the Fourth International Conference on Natural Computation, 2008

A User-Oriented Webpage Ranking Algorithm Based on User Attention Time.

Songhua Xu, Yi Zhu, Hao Jiang, Francis C. M. Lau

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

A Generic Pigment Model for Digital Painting.

Songhua Xu, Haisheng Tan, Xiantao Jiao, Francis C. M. Lau, Yunhe Pan

Comput. Graph. Forum, 2007

The Mental Canvas: A Tool for Conceptual Architectural Design and Analysis.

Julie Dorsey, Songhua Xu, Gabe Smedresman, Holly E. Rushmeier, Leonard McMillan

Proceedings of the 15th Pacific Conference on Computer Graphics and Applications, 2007

An Intelligent System for Chinese Calligraphy.

Songhua Xu, Hao Jiang, Francis Chi-Moon Lau, Yunhe Pan

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Animating Chinese paintings through stroke-based decomposition.

Songhua Xu, Yingqing Xu, Sing Bing Kang, David Salesin, Yunhe Pan, Heung-Yeung Shum

ACM Trans. Graph., 2006

A Novel Method for Fast and High-Quality Rendering of Hair.

Songhua Xu, Francis C. M. Lau, Hao Jiang, Yunhe Pan

Proceedings of the Eurographics Symposium on Rendering Techniques, Nicosia, Cyprus, 2006, 2006

Image Guided Geometry Inference.

Songhua Xu, Athinodoros S. Georghiades, Holly E. Rushmeier, Julie Dorsey, Leonard McMillan

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

Automatic Generation of Artistic Chinese Calligraphy.

Songhua Xu, Francis C. M. Lau, William K. Cheung, Yunhe Pan

IEEE Intell. Syst., 2005

Virtual hairy brush for digital painting and calligraphy.

Songhua Xu, Francis Chi-Moon Lau, Congfu Xu, Yunhe Pan

Sci. China Ser. F Inf. Sci., 2005

2004

Virtual hairy brush for painterly rendering.

Songhua Xu, Min Tang, Francis C. M. Lau, Yunhe Pan

Graph. Model., 2004

2003

Advanced Design for a Realistic Virtual Brush.

Songhua Xu, Francis C. M. Lau, Feng Tang, Yunhe Pan

Comput. Graph. Forum, 2003

2002

A Solid Model Based Virtual Hairy Brush.

Songhua Xu, Min Tang, Francis Chi-Moon Lau, Yunhe Pan

Comput. Graph. Forum, 2002

2001

AI Supported Computer-Generated Pen-and-Ink Illustration.

Yan Gu, Songhua Xu, Min Tang, Jinxiang Dong

Proceedings of the Sixth International Conference on Computer Supported Cooperative Work in Design, 2001