Changsong Liu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 39

Top Venues

CoRR

ICDAR

Int. J. Netw. Virtual Organisations

IEEE Trans. Image Process.

Publications

Changsong Liu, Wei Zhang, Yanyan Liu, Yimeng Fan, Mingyang Li, Wenlin Li
Learning to utilize image second-order derivative information for crisp edge detection. CoRR (2024)
Rudong Jing, Wei Zhang, Yanyan Liu, Wenlin Li, Yuming Li, Changsong Liu
An effective method for small object detection in low-resolution images. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Yimeng Fan, Wei Zhang, Changsong Liu, Mingyang Li, Wenrui Lu
SFOD: Spiking Fusion Object Detector. CoRR (2024)
Changsong Liu, Thi-Nga Ho, Eng Siong Chng
An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. ACIIDS (2) (2023)
Pei Tang, Liangrui Peng, Ruijie Yan, Haodong Shi, Gang Yao, Changsong Liu, Jie Li, Yuqi Zhang
Domain Adaptation via Mutual Information Maximization for Handwriting Recognition. ICASSP (2022)
Yuming Li, Wei Zhang, Yanyan Liu, Rudong Jing, Changsong Liu
An efficient fire and smoke detection algorithm based on an end-to-end structured network. Eng. Appl. Artif. Intell. 116 (2022)
Ning Ding, Liangrui Peng, Changsong Liu, Yuqi Zhang, Ruixue Zhang, Jie Li
Incorporating Self-attention Mechanism and Multi-task Learning into Scene Text Detection. ECCV Workshops (4) (2022)
Arjun R. Akula, Keze Wang, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Chai, Song-Chun Zhu
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models. CoRR (2021)
Changsong Liu
A novel replica placement algorithm for minimising communication cost in distributed storage platform. Int. J. Netw. Virtual Organisations 22 (2) (2020)
Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu
Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network. ICCV (2019)
Linhui Chen, Liangrui Peng, Gang Yao, Changsong Liu, Xudong Zhang
A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition. ICDAR (2019)
Ying Hu, Changsong Liu
An efficient data transfer service for scientific applications in cloud environments. Int. J. Netw. Virtual Organisations 21 (3) (2019)
Junyang Cai, Liangrui Peng, Yejun Tang, Changsong Liu, Pengchao Li
TH-GAN: Generative Adversarial Network Based Transfer Learning for Historical Chinese Character Recognition. ICDAR (2019)
Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
Explainable AI as Collaborative Task Solving. CVPR Workshops (2019)
Peng Xiao, Changsong Liu
A novel virtual disk bandwidth allocation framework for data-intensive applications in cloud environments. Int. J. Comput. Sci. Eng. 20 (1) (2019)
Arjun R. Akula, Changsong Liu, Sari Saba-Sadiya, Hongjing Lu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust. CoRR (2019)
Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu
Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network. CoRR (2019)
Lingxue Song, Changsong Liu
Face Liveness Detection Based on Joint Analysis of RGB and Near-Infrared Image of Faces. IMAWM (2018)
Bing Su, Xiaoqing Ding, Changsong Liu, Ying Wu
Heteroscedastic Max-Min Distance Analysis for Dimensionality Reduction. IEEE Trans. Image Process. 27 (8) (2018)
Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan
Learning with rethinking: Recurrently improving convolutional neural networks through feedback. Pattern Recognit. 79 (2018)
Changsong Liu
A multi-policy adaptive scheduling framework in virtual clouds. Int. J. Netw. Virtual Organisations 19 (1) (2018)
Yejun Tang, Bing Wu, Liangrui Peng, Changsong Liu
Semi-Supervised Transfer Learning for Convolutional Neural Network Based Chinese Character Recognition. ICDAR (2017)
Bing Su, Xiaoqing Ding, Changsong Liu, Hao Wang, Ying Wu
Discriminative Transformation for Multi-Dimensional Temporal Sequences. IEEE Trans. Image Process. 26 (7) (2017)
Xin Li, Changsong Liu
Prune the Convolutional Neural Networks with Sparse Shrink. CoRR (2017)
Yanwei Wang, Yuefang Sun, Changsong Liu
Layout and Perspective Distortion Independent Recognition of Captured Chinese Document Image. ICDAR (2017)
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
FoveaNet: Perspective-aware Urban Scene Parsing. CoRR (2017)
Xin Li, Changsong Liu
Prune the Convolutional Neural Networks with Sparse Shrink. MOBMU (2017)
Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan
Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback. CoRR (2017)
Xiangsheng Zeng, Donglai Xiang, Liangrui Peng, Changsong Liu, Xiaoqing Ding
Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition. ICDAR (2017)
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
FoveaNet: Perspective-Aware Urban Scene Parsing. ICCV (2017)
Yicong Liang, Xiaoqing Ding, Changsong Liu, Jing-Hao Xue
Combining multiple biometric traits with an order-preserving score fusion algorithm. Neurocomputing 171 (2016)
Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Yue Chai
Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration. EMNLP (2016)
Changsong Liu, Liting Wang
Face pose normalization and simulation methods based on multi-view face alignment. IMAWM (2016)
Changsong Liu, Joyce Y. Chai, Nishant Shukla, Song-Chun Zhu
Task Learning through Visual Demonstration and Situated Dialogue. AAAI Workshop: Symbiotic Cognitive Systems (2016)
Yiwen Guo, Xiaoqing Ding, Changsong Liu, Jing-Hao Xue
Sufficient Canonical Correlation Analysis. IEEE Trans. Image Process. 25 (6) (2016)
Changsong Liu
An intelligent planning technique-based software requirement analysis. Int. J. Comput. Sci. Eng. 13 (3) (2016)
Yibiao Yang, Yangyang Zhao, Changsong Liu, Hongmin Lu, Yuming Zhou, Baowen Xu
An empirical investigation into the effect of slice types on slice-based cohesion metrics. Inf. Softw. Technol. 75 (2016)
Joyce Y. Chai, Rui Fang, Changsong Liu, Lanbo She
Collaborative Language Grounding Toward Situated Human-Robot Dialogue. AI Mag. 37 (4) (2016)
Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu, Joyce Y. Chai
Grounded Semantic Role Labeling. HLT-NAACL (2016)
Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu
Exploring More Representative States of Hidden Markov Model in Optical Character Recognition: A Clustering-Based Model Pre-Training Approach. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Haoyu Wang, Changsong Liu, Xiaoqing Ding
Still-to-video face recognition in unconstrained environments. Image Processing: Machine Vision Applications (2015)
Shulan Pan, Yanwei Wang, Changsong Liu, Xiaoqing Ding
A discriminative cascade CNN model for offline handwritten digit recognition. MVA (2015)
Baokang Wang, Changsong Liu, Xiaoqing Ding
A scheme for automatic text rectification in real scene images. IMAWM (2015)
Changsong Liu, Yu Zhang, Baokang Wang, Xiaoqing Ding
Restoring camera-captured distorted document images. Int. J. Document Anal. Recognit. 18 (2) (2015)
Wentao Shen, Yicong Liang, Xiaoqing Ding, Changsong Liu
Application of Face Verification in Automated Passenger Clearance System. ICPRAM (2) (2015)
Haoyu Wang, Changsong Liu, Xiaoqing Ding
Regularized Latent Least Squares Regression for Unconstrained Still-to-Video Face Recognition. VISAPP (2) (2015)
Changsong Liu, Joyce Yue Chai
Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue. AAAI (2015)
Changsong Liu, Yangyang Zhao, Yibiao Yang, Hongmin Lu, Yuming Zhou, Baowen Xu
An AST-Based Approach to Classifying Defects. QRS Companion (2015)
Bing Su, Xiaoqing Ding, Changsong Liu, Ying Wu
Heteroscedastic max-min distance analysis. CVPR (2015)
Yanwei Wang, Qiang Fu, Xiaoqing Ding, Changsong Liu
Importance sampling based discriminative learning for large scale offline handwritten Chinese character recognition. Pattern Recognit. 48 (4) (2015)
Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu
Modified Bootstrap Approach with State Number Optimization for Hidden Markov Model Estimation in Small-Size Printed Arabic Text Line Recognition. MLDM (2014)
Joyce Y. Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, Kenneth Hanson
Collaborative effort towards common ground in situated human-robot dialogue. HRI (2014)
Changting Li, Liangrui Peng, Changsong Liu, Xiaoqing Ding
On-line signature verification method by Laplacian spectral analysis and dynamic time warping. DRR (2014)
Yanwei Wang, Xin Li, Changsong Liu, Xiaoqing Ding, Youxin Chen
An MQDF-CNN Hybrid Model for Offline Handwritten Chinese Character Recognition. ICFHR (2014)
Yanwei Wang, Xiaoqing Ding, Changsong Liu
Topic Language Model Adaption for Recognition of Homologous Offline Handwritten Chinese Text Image. IEEE Signal Process. Lett. 21 (5) (2014)
Changsong Liu, Lanbo She, Rui Fang, Joyce Y. Chai
Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse. ACL (2) (2014)
Changsong Liu, Dongbo Liu
QoS-oriented Web Service Framework by Mixed Programming Techniques. J. Comput. 8 (7) (2013)
Rui Fang, Changsong Liu, Lanbo She, Joyce Y. Chai
Towards Situated Dialogue: Revisiting Referring Expression Generation. EMNLP (2013)
Yanwei Wang, Changsong Liu, Xiaoqing Ding
Similar Pattern Discriminant Analysis for Improving Chinese Character Recognition Accuracy. ICDAR (2013)
Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu
A Novel Baseline-independent Feature Set for Arabic Handwriting Recognition. ICDAR (2013)
Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu
Cross-Language Sensitive Words Distribution Map: A Novel Recognition-Based Document Understanding Method for Uighur and Tibetan. ICDAR (2013)
Baokang Wang, Changsong Liu, Xiaoqing Ding
A research on Video text tracking and recognition. Imaging and Printing in a Web 2.0 World (2013)
Changsong Liu, Rui Fang, Lanbo She, Joyce Yue Chai
Modeling Collaborative Referring for Situated Referential Grounding. SIGDIAL Conference (2013)
Yuejia Sun, Changsong Liu, Xiaoqing Ding, Zhigang Fan, Francis Tse
Document image orientation based on both text and image. Imaging and Printing in a Web 2.0 World (2012)
Changsong Liu, Rui Fang, Joyce Yue Chai
Towards Mediating Shared Perceptual Basis in Situated Dialogue. SIGDIAL Conference (2012)
Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu
Analyzing the information entropy of states to optimize the number of states in an HMM-based off-line handwritten Arabic word recognizer. ICPR (2012)
Yanwei Wang, Xiaoqing Ding, Changsong Liu
Post processing for offline Chinese handwritten character string recognition. DRR (2012)
Rui Fang, Changsong Liu, Joyce Yue Chai
Integrating word acquisition and referential grounding towards physical world interaction. ICMI (2012)
Changsong Liu, Dongbo Liu, Ning Han
A Novel Web Service Composition Algorithm for Multiple QoS Constraints. J. Softw. 7 (8) (2012)
Yanwei Wang, Xiaoqing Ding, Changsong Liu
MQDF Discriminative Learning Based Offline Handwritten Chinese Character Recognition. ICDAR (2011)
Changsong Liu, Cheng Yang, Xiaoqing Ding, Jian Fan
Text extraction from web images. Imaging and Printing in a Web 2.0 World (2011)
Hongwei Zhang, Changsong Liu, Cheng Yang, Xiaoqing Ding, Kongqiao Wang
An Improved Scene Text Extraction Method Using Conditional Random Field and Optical Character Recognition. ICDAR (2011)
Yangdong Gao, Xiaoqing Ding, Changsong Liu
A Multi-scale Text Line Segmentation Method in Freestyle Handwritten Documents. ICDAR (2011)
Zhiwei Jiang, Xiaoqing Ding, Changsong Liu, Yanwei Wang
A Novel Short Merged Off-line Handwritten Chinese Character String Segmentation Algorithm Using Hidden Markov Model. ICDAR (2011)
Yuejia Sun, Changsong Liu, Xiaoqing Ding, Zhigang Fan, Francis Tse
Automatic picture orientation detection based on classifier combination. Imaging and Printing in a Web 2.0 World (2011)
Yanwei Wang, Xiaoqing Ding, Changsong Liu
MQDF Retrained on Selected Sample Set. IEICE Trans. Inf. Syst. (10) (2011)
Xiang Wan, Changsong Liu, Yanming Zou
On-line Chinese Character Recognition System for Overlapping Samples. ICDAR (2011)
Liangrui Peng, Changsong Liu, Xiaoqing Ding, Jianming Jin, Youshou Wu, Hua Wang, Yanhua Bao
Multi-font printed Mongolian document recognition system. Int. J. Document Anal. Recognit. 13 (2) (2010)
Meng Zhu, Changsong Liu
A combined recognition system for online handwritten Pinyin input. DRR (2010)
Changsong Liu, Jacob Walker, Joyce Y. Chai
Ambiguities in Spatial Language Understanding in Situated Human Robot Dialogue. AAAI Fall Symposium: Dialog with Robots (2010)
Yu Zhang, Changsong Liu, Xiaoqing Ding, Kongqiao Wang
Restoring warped document image through segmentation and full-page interpolation. DRR (2009)
Xiaolu Shen, Changsong Liu, Xiaoqing Ding
Text line extraction in free-style document. DRR (2009)
Liangrui Peng, Changsong Liu, Xiaoqing Ding, Hua Wang, Jianming Jin
Multi-font printed Mongolian document recognition system. DRR (2009)
Liting Wang, Xiaoqing Ding, Chi Fang, Changsong Liu, Kongqiao Wang
Eye blink detection based on eye contour extraction. Image Processing: Algorithms and Systems (2009)
Yu Zhang, Changsong Liu, Xiaoqing Ding, Yanming Zou
Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines. ICPR (2008)
Junqing Shang, Changsong Liu, Xiaoqing Ding
OCR result optimization based on pattern matching. DRR (2007)
Liangrui Peng, Changsong Liu, Xiaoqing Ding, Hua Wang
Multilingual document recognition research and its application in China. DIAL (2006)
Xianliang Wang, Xiaoqing Ding, Hailong Liu, Changsong Liu
A new document authentication method by embedding deformation characters. DRR (2006)
Junqing Shang, Changsong Liu, Xiaoqing Ding
JBIG2 text image compression based on OCR. DRR (2006)
Zhengbin Yao, Xiaoqing Ding, Changsong Liu
On-line handwritten Chinese word recognition based on lexicon. ICPR (2) (2006)
Xuewen Wang, Xiaoqing Ding, Changsong Liu
Gabor filters-based feature extraction for character recognition. Pattern Recognit. 38 (3) (2005)
Changsong Liu, Xiaoqing Ding
Automatic style clustering of printed characters in form images. DRR (2005)
Yuanxiang Li, Chew Lim Tan, Xiaoqing Ding, Changsong Liu
Contextual post-processing based on the confusion matrix in offline handwritten Chinese script recognition. Pattern Recognit. 37 (9) (2004)
Xiaoqing Ding, Di Wen, Liangrui Peng, Changsong Liu
Document Digitization Technology and Its Application for Digital Library in China. DIAL (2004)
Huaigu Cao, Xiaoqing Ding, Changsong Liu
Rectifying the Bound Document Image Captured by the Camera: A Model Based Approach. ICDAR (2003)
Dahai Luan, Changsong Liu, Xiaoqing Ding
General Chinese document capture system with an improved error-rejecting module. DRR (2003)
Huaigu Cao, Xiaoqing Ding, Changsong Liu
A Cylindrical Surface Model to Rectify the Bound Document Image. ICCV (2003)
Chi Fang, Changsong Liu, Liangrui Peng, Xiaoqing Ding
Automatic performance evaluation of printed Chinese character recognition systems. Int. J. Document Anal. Recognit. 4 (3) (2002)
Xuewen Wang, Xiaoqing Ding, Changsong Liu
Optimized Gabor Filter Based Feature Extraction for Character Recognition. ICPR (4) (2002)
Yefeng Zheng, Changsong Liu, Xiaoqing Ding
Single-character type identification. Document Recognition and Retrieval (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Changsong Liu