Changsong Liu

Orcid: 0000-0003-1009-1367

According to our database1, Changsong Liu authored at least 111 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generating crisp boundaries using multi-scale features and mixed loss function.
Appl. Intell., November, 2024

An effective method for small object detection in low-resolution images.
Eng. Appl. Artif. Intell., January, 2024

Cycle Pixel Difference Network for Crisp Edge Detection.
CoRR, 2024

Mental-Perceiver: Audio-Textual Multimodal Learning for Mental Health Assessment.
CoRR, 2024

Learning to utilize image second-order derivative information for crisp edge detection.
CoRR, 2024

HPSegNet: A Method for Handwritten and Printed Text Separation in Document Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 Workshops, 2024

SFOD: Spiking Fusion Object Detector.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022
An efficient fire and smoke detection algorithm based on an end-to-end structured network.
Eng. Appl. Artif. Intell., 2022

Domain Adaptation via Mutual Information Maximization for Handwriting Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Incorporating Self-attention Mechanism and Multi-task Learning into Scene Text Detection.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models.
CoRR, 2021

2020
A novel replica placement algorithm for minimising communication cost in distributed storage platform.
Int. J. Netw. Virtual Organisations, 2020

2019
An efficient data transfer service for scientific applications in cloud environments.
Int. J. Netw. Virtual Organisations, 2019

A novel virtual disk bandwidth allocation framework for data-intensive applications in cloud environments.
Int. J. Comput. Sci. Eng., 2019

X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust.
CoRR, 2019

Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network.
CoRR, 2019

A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

TH-GAN: Generative Adversarial Network Based Transfer Learning for Historical Chinese Character Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Explainable AI as Collaborative Task Solving.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Heteroscedastic Max-Min Distance Analysis for Dimensionality Reduction.
IEEE Trans. Image Process., 2018

Learning with rethinking: Recurrently improving convolutional neural networks through feedback.
Pattern Recognit., 2018

A multi-policy adaptive scheduling framework in virtual clouds.
Int. J. Netw. Virtual Organisations, 2018

Face Liveness Detection Based on Joint Analysis of RGB and Near-Infrared Image of Faces.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2018, Burlingame, CA, USA, January 28, 2018

2017
Discriminative Transformation for Multi-Dimensional Temporal Sequences.
IEEE Trans. Image Process., 2017

Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Layout and Perspective Distortion Independent Recognition of Captured Chinese Document Image.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Semi-Supervised Transfer Learning for Convolutional Neural Network Based Chinese Character Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

FoveaNet: Perspective-Aware Urban Scene Parsing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Prune the Convolutional Neural Networks with Sparse Shrink.
Proceedings of the Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2017, Burlingame, CA, USA, January 29, 2017

2016
Sufficient Canonical Correlation Analysis.
IEEE Trans. Image Process., 2016

An empirical investigation into the effect of slice types on slice-based cohesion metrics.
Inf. Softw. Technol., 2016

Combining multiple biometric traits with an order-preserving score fusion algorithm.
Neurocomputing, 2016

An intelligent planning technique-based software requirement analysis.
Int. J. Comput. Sci. Eng., 2016

Collaborative Language Grounding Toward Situated Human-Robot Dialogue.
AI Mag., 2016

Grounded Semantic Role Labeling.
Proceedings of the NAACL HLT 2016, 2016

Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Face pose normalization and simulation methods based on multi-view face alignment.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

Task Learning through Visual Demonstration and Situated Dialogue.
Proceedings of the Symbiotic Cognitive Systems, 2016

2015
Importance sampling based discriminative learning for large scale offline handwritten Chinese character recognition.
Pattern Recognit., 2015

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., 2015

Restoring camera-captured distorted document images.
Int. J. Document Anal. Recognit., 2015

Regularized Latent Least Squares Regression for Unconstrained Still-to-Video Face Recognition.
Proceedings of the VISAPP 2015, 2015

An AST-Based Approach to Classifying Defects.
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

A discriminative cascade CNN model for offline handwritten digit recognition.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Application of Face Verification in Automated Passenger Clearance System.
Proceedings of the ICPRAM 2015, 2015

Still-to-video face recognition in unconstrained environments.
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015

A scheme for automatic text rectification in real scene images.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015

Heteroscedastic max-min distance analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Topic Language Model Adaption for Recognition of Homologous Offline Handwritten Chinese Text Image.
IEEE Signal Process. Lett., 2014

Modified Bootstrap Approach with State Number Optimization for Hidden Markov Model Estimation in Small-Size Printed Arabic Text Line Recognition.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

An MQDF-CNN Hybrid Model for Offline Handwritten Chinese Character Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Collaborative effort towards common ground in situated human-robot dialogue.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

On-line signature verification method by Laplacian spectral analysis and dynamic time warping.
Proceedings of the Document Recognition and Retrieval XXI, 2014

Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
QoS-oriented Web Service Framework by Mixed Programming Techniques.
J. Comput., 2013

Modeling Collaborative Referring for Situated Referential Grounding.
Proceedings of the SIGDIAL 2013 Conference, 2013

Similar Pattern Discriminant Analysis for Improving Chinese Character Recognition Accuracy.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Novel Baseline-independent Feature Set for Arabic Handwriting Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Cross-Language Sensitive Words Distribution Map: A Novel Recognition-Based Document Understanding Method for Uighur and Tibetan.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Situated Dialogue: Revisiting Referring Expression Generation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

A research on Video text tracking and recognition.
Proceedings of the Imaging and Printing in a Web 2.0 World IV, 2013

Shared Gaze in Situated Referential Grounding: An Empirical Study.
Proceedings of the Eye Gaze in Intelligent User Interfaces, 2013

2012
A Novel Web Service Composition Algorithm for Multiple QoS Constraints.
J. Softw., 2012

Towards Mediating Shared Perceptual Basis in Situated Dialogue.
Proceedings of the SIGDIAL 2012 Conference, 2012

Analyzing the information entropy of states to optimize the number of states in an HMM-based off-line handwritten Arabic word recognizer.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Integrating word acquisition and referential grounding towards physical world interaction.
Proceedings of the International Conference on Multimodal Interaction, 2012

Document image orientation based on both text and image.
Proceedings of the Imaging and Printing in a Web 2.0 World III, 2012

Post processing for offline Chinese handwritten character string recognition.
Proceedings of the Document Recognition and Retrieval XIX, 2012

The Derived Kernel Based Recognition Method of Vehicle Type.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2011
MQDF Retrained on Selected Sample Set.
IEICE Trans. Inf. Syst., 2011

An Improved Scene Text Extraction Method Using Conditional Random Field and Optical Character Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

MQDF Discriminative Learning Based Offline Handwritten Chinese Character Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

On-line Chinese Character Recognition System for Overlapping Samples.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Novel Short Merged Off-line Handwritten Chinese Character String Segmentation Algorithm Using Hidden Markov Model.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Multi-scale Text Line Segmentation Method in Freestyle Handwritten Documents.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Automatic picture orientation detection based on classifier combination.
Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011

Text extraction from web images.
Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011

2010
Multi-font printed Mongolian document recognition system.
Int. J. Document Anal. Recognit., 2010

A combined recognition system for online handwritten Pinyin input.
Proceedings of the Document Recognition and Retrieval XVII, 2010

Ambiguities in Spatial Language Understanding in Situated Human Robot Dialogue.
Proceedings of the Dialog with Robots, 2010

2009
Eye blink detection based on eye contour extraction.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Restoring warped document image through segmentation and full-page interpolation.
Proceedings of the Document Recognition and Retrieval XVI, 2009

Text line extraction in free-style document.
Proceedings of the Document Recognition and Retrieval XVI, 2009

Multi-font printed Mongolian document recognition system.
Proceedings of the Document Recognition and Retrieval XVI, 2009

2008
Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
OCR result optimization based on pattern matching.
Proceedings of the Document Recognition and Retrieval XIV, San Jose, California, USA, January 30, 2007

2006
On-line handwritten Chinese word recognition based on lexicon.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A new document authentication method by embedding deformation characters.
Proceedings of the Document Recognition and Retrieval XIII, 2006

JBIG2 text image compression based on OCR.
Proceedings of the Document Recognition and Retrieval XIII, 2006

Multilingual document recognition research and its application in China.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005
Gabor filters-based feature extraction for character recognition.
Pattern Recognit., 2005

Automatic style clustering of printed characters in form images.
Proceedings of the Document Recognition and Retrieval XII, 2005

2004
Contextual post-processing based on the confusion matrix in offline handwritten Chinese script recognition.
Pattern Recognit., 2004

Document Digitization Technology and Its Application for Digital Library in China.
Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003
Rectifying the Bound Document Image Captured by the Camera: A Model Based Approach.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

A Cylindrical Surface Model to Rectify the Bound Document Image.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

General Chinese document capture system with an improved error-rejecting module.
Proceedings of the Document Recognition and Retrieval X, 2003

2002
Automatic performance evaluation of printed Chinese character recognition systems.
Int. J. Document Anal. Recognit., 2002

Optimized Gabor Filter Based Feature Extraction for Character Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Single-character type identification.
Proceedings of the Document Recognition and Retrieval IX, 2002

2001
Location and interpretation of destination addresses on handwritten Chinese envelopes.
Pattern Recognit. Lett., 2001

Form Frame Line Detection with Directional Single-Connected Chain.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Character Extraction and Recognition in Natural Scene Images.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

An Automatic Performance Evaluation Method for Document Page Segmentation.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Gray-scale-image-based character recognition algorithm for low-quality and low-resolution images.
Proceedings of the Document Recognition and Retrieval VIII, 2001

2000
Multi-Scale Feature Extraction and Nested-Subset Classifier Design for High Accuracy Handwritten Character Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Gray-Scale Character Image Recognition Based on Fuzzy DCT Transform Features.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Destination Address Block Location on Handwritten Chinese Envelope.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999


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