Cheng-Lin Liu

Orcid: 0000-0002-6743-4175

Affiliations:
  • Chinese Academy of Sciences, Institute of Automation, Beijing, China


According to our database1, Cheng-Lin Liu authored at least 338 papers between 2006 and 2025.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2015, "For contributions to handwritten document analysis".

Timeline

Legend:

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Bibliography

2025
Towards reliable domain generalization: Insights from the PF2HC benchmark and dynamic evaluations.
Pattern Recognit., 2025

A novel domain independent scene text localizer.
Pattern Recognit., 2025

Class incremental learning with self-supervised pre-training and prototype learning.
Pattern Recognit., 2025

2024
Unified Classification and Rejection: A One-versus-all Framework.
Mach. Intell. Res., October, 2024

Ensemble Quadratic Assignment Network for Graph Matching.
Int. J. Comput. Vis., September, 2024

Video Text Detection With Robust Feature Representation.
IEEE Trans. Circuits Syst. Video Technol., June, 2024

Revisiting Confidence Estimation: Towards Reliable Failure Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Transformer-based stroke relation encoding for online handwriting and sketches.
Pattern Recognit., April, 2024

Polynomial kernel learning for interpolation kernel machines with application to graph classification.
Pattern Recognit. Lett., 2024

An approach for handwritten Chinese text recognition unifying character segmentation and recognition.
Pattern Recognit., 2024

Large-scale continual learning for ancient Chinese character recognition.
Pattern Recognit., 2024

An end-to-end model for multi-view scene text recognition.
Pattern Recognit., 2024

SignParser: An End-to-End Framework for Traffic Sign Understanding.
Int. J. Comput. Vis., 2024

Happy: A Debiased Learning Framework for Continual Generalized Category Discovery.
CoRR, 2024

ModalPrompt:Dual-Modality Guided Prompt for Continual Learning of Large Multimodal Models.
CoRR, 2024

Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information.
CoRR, 2024

StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors.
CoRR, 2024

PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning.
CoRR, 2024

CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models.
CoRR, 2024

Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram.
CoRR, 2024

MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution.
CoRR, 2024

Differentiable Proximal Graph Matching.
CoRR, 2024

Multi-scale Unified Network for Image Classification.
CoRR, 2024

Towards Non-Exemplar Semi-Supervised Class-Incremental Learning.
CoRR, 2024

Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning.
CoRR, 2024

Open-world Machine Learning: A Review and New Outlooks.
CoRR, 2024

Federated Class-Incremental Learning with Prototype Guided Transformer.
CoRR, 2024

Sequential Transformer for End-to-End Video Text Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Adapting Vision-Language Models to Open Classes via Test-Time Prompt Tuning.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Deep Metric Learning with Cross-Writer Attention for Offline Signature Verification.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

A New Unsupervised Approach for Text Localization in Shaky and Non-shaky Scene Video.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Prototype Calibration with Synthesized Samples for Zero-Shot Chinese Character Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024

RCL: Reliable Continual Learning for Unified Failure Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Active Generalized Category Discovery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unified Entropy Optimization for Open-Set Test-Time Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

LANS: A Layout-Aware Neural Solver for Plane Geometry Problem.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Dynamics-aware loss for learning with label noise.
Pattern Recognit., December, 2023

VQAPT: A New visual question answering model for personality traits in social media images.
Pattern Recognit. Lett., November, 2023

Deep representation learning for domain generalization with information bottleneck principle.
Pattern Recognit., November, 2023

A New Lightweight Script Independent Scene Text Style Transfer Network.
Int. J. Pattern Recognit. Artif. Intell., October, 2023

DyGAT: Dynamic stroke classification of online handwritten documents and sketches.
Pattern Recognit., September, 2023

Imitating the oracle: Towards calibrated model for class incremental learning.
Neural Networks, July, 2023

Learning by Seeing More Classes.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Adversarial training with distribution normalization and margin balance.
Pattern Recognit., April, 2023

A Survey on Learning to Reject.
Proc. IEEE, February, 2023

A Two-Level Rectification Attention Network for Scene Text Recognition.
IEEE Trans. Multim., 2023

Cross-Lingual Text Image Recognition via Multi-Hierarchy Cross-Modal Mimic.
IEEE Trans. Multim., 2023

Cycle-Consistent Weakly Supervised Visual Grounding With Individual and Contextual Representations.
IEEE Trans. Image Process., 2023

A New Language-Independent Deep CNN for Scene Text Detection and Style Transfer in Social Media Images.
IEEE Trans. Image Process., 2023

Texts as points: Scene text detection with point supervision.
Pattern Recognit. Lett., 2023

Towards prior gap and representation gap for long-tailed recognition.
Pattern Recognit., 2023

Towards open-set text recognition via label-to-prototype learning.
Pattern Recognit., 2023

Training with scaled logits to alleviate class-level over-fitting in few-shot learning.
Neurocomputing, 2023

Towards Reliable Domain Generalization: A New Dataset and Evaluations.
CoRR, 2023

Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning.
CoRR, 2023

Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection.
CoRR, 2023

A Gaze-based Bilateral Teleoperation Framework for a Team of Mobile Robots <sup>*</sup>.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Diff-Writer: A Diffusion Model-Based Stylized Online Handwritten Chinese Character Generator.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

ICDAR 2023 Competition on Born Digital Video Text Question Answering.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

ViSA: Visual and Semantic Alignment for Robust Scene Text Recognition.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

ICDAR 2023 Competition on Recognition of Multi-line Handwritten Mathematical Expressions.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Visual Traffic Knowledge Graph Generation from Scene Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Streaming Stroke Classification of Online Handwriting.
Proceedings of the IEEE International Conference on Acoustics, 2023

Quadratic Kernel Learning for Interpolation Kernel Machine Based Graph Classification.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

OpenMix: Exploring Outlier Samples for Misclassification Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Interpolation Kernel Machines: Reducing Multiclass to Binary.
Proceedings of the Computer Analysis of Images and Patterns, 2023

Scene Text Detection with Box Supervision and Level Set Evolution.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Social Relation Reasoning Based on Triangular Constraints.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance.
IEEE Trans. Neural Networks Learn. Syst., 2022

Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2022

Instance GNN: A Learning Framework for Joint Symbol Segmentation and Recognition in Online Handwritten Diagrams.
IEEE Trans. Multim., 2022

Mixed-Supervised Scene Text Detection With Expectation-Maximization Algorithm.
IEEE Trans. Image Process., 2022

Unsupervised Structure-Texture Separation Network for Oracle Character Recognition.
IEEE Trans. Image Process., 2022

Decision-Based Adversarial Attack With Frequency Mixup.
IEEE Trans. Inf. Forensics Secur., 2022

A comprehensive scheme for tattoo text detection.
Pattern Recognit. Lett., 2022

Query Pixel Guided Stroke Extraction with Model-Based Matching for Offline Handwritten Chinese Characters.
Pattern Recognit., 2022

Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing.
Pattern Recognit., 2022

Cross-modal prototype learning for zero-shot handwritten character recognition.
Pattern Recognit., 2022

Convolutional Prototype Network for Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks.
CoRR, 2022

Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss.
Cogn. Comput., 2022

Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis.
Cogn. Comput., 2022

Plane Geometry Diagram Parsing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interpolation Kernel Machine and Indefinite Kernel Methods for Graph Classification.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

A New Deep Fuzzy Based MSER Model for Multiple Document Images Classification.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Document Image Rectification in Complex Scene Using Stacked Siamese Networks.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

DPAM: A New Deep Parallel Attention Model for Multiple License Plate Number Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Primitive Contrastive Learning for Handwritten Mathematical Expression Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Large-Scale Database for Chemical Structure Recognition and Preliminary Evaluation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

An Efficient Prototype-Based Model for Handwritten Text Recognition with Multi-loss Fusion.
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

EAU-Net: A New Edge-Attention Based U-Net for Nationality Identification.
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Rethinking Confidence Calibration for Failure Prediction.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Deformable scene text detection using harmonic features and modified pixel aggregation network.
Pattern Recognit. Lett., 2021

Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks.
Pattern Recognit., 2021

SNAP: Shaping neural architectures progressively via information density criterion.
Pattern Recognit., 2021

BlockQNN: Efficient Block-Wise Neural Network Architecture Generation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Multi-branch guided attention network for irregular text recognition.
Neurocomputing, 2021

Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing.
Int. J. Comput. Vis., 2021

Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis.
Cogn. Comput., 2021

Class-Incremental Learning via Dual Augmentation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning to Understand Traffic Signs.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning-based Tensor Decomposition with Adaptive Rank Penalty for CNNs Compression.
Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Region Ensemble Network for MCI Conversion Prediction with a Relation Regularized Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Regularizing CTC in Expectation-Maximization Framework with Application to Handwritten Text Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

Calibration for Non-Exemplar Based Class-Incremental Learning.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Class Forge: Boosting Feature Encoder for Few-Shot Learning with Synthesized Classes.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

GSS: Graph-Based Subspace Learning with Shots Initialization for few-shot Recognition.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Handwriting Trajectory Recovery from Off-Line Multi-Stroke Characters by Deep Ordering Prediction and Heuristic Search.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Recognizing Handwritten Chinese Texts with Insertion and Swapping Using a Structural Attention Network.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Document Dewarping with Control Points.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Adaptive Scaling for Archival Table Structure Recognition.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Prototype Augmentation and Self-Supervision for Incremental Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semantic-Aware Video Text Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

CASIA-onDo: A New Database for Online Handwritten Document Analysis.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

DCT-DWT-FFT Based Method for Text Detection in Underwater Images.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Proxy Graph Matching with Proximal Matching Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition.
IEEE Trans. Cybern., 2020

Contextual Stroke Classification in Online Handwritten Documents with Edge Graph Attention Networks.
SN Comput. Sci., 2020

Special issue on "Applications of graph-based techniques to pattern recognition".
Pattern Recognit. Lett., 2020

Realtime multi-scale scene text detection with scale-based region proposal network.
Pattern Recognit., 2020

MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition.
Pattern Recognit., 2020

Towards Robust Pattern Recognition: A Review.
Proc. IEEE, 2020

DNA computing inspired deep networks design.
Neurocomputing, 2020

Online semi-supervised learning with learning vector quantization.
Neurocomputing, 2020

A benchmark for unconstrained online handwritten Uyghur word recognition.
Int. J. Document Anal. Recognit., 2020

Handwritten Mathematical Expression Recognition via Paired Adversarial Learning.
Int. J. Comput. Vis., 2020

Teaching machines to write like humans using L-attributed grammar.
Eng. Appl. Artif. Intell., 2020

Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm.
CoRR, 2020

Table detection and cell segmentation in online handwritten documents with graph attention networks.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Mutually Guided Dual-Task Network for Scene Text Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

F-mixup: Attack CNNs From Fourier Perspective.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Cross-Lingual Text Image Recognition via Multi-Task Sequence to Sequence Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

SRR-GAN: Super-Resolution based Recognition with GAN for Low-Resolved Text Images.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

ICFHR 2020 Competition on Offline Recognition and Spotting of Handwritten Mathematical Expressions - OffRaSHME.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Weakly Supervised Learning for Over-Segmentation Based Handwritten Chinese Text Recognition.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Dewarping Document Image by Displacement Flow Estimation with Fully Convolutional Network.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Page Segmentation Using Convolutional Neural Network and Graphical Model.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss.
IEEE Trans. Neural Networks Learn. Syst., 2019

LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation.
Pattern Recognit., 2019

Special issue on advances in graph algorithm and applications.
Neurocomputing, 2019

Editorial for special issue on "Advanced Topics in Document Analysis and Recognition".
Int. J. Document Anal. Recognit., 2019

Decision Controller for Object Tracking With Deep Reinforcement Learning.
IEEE Access, 2019

Multi-view Semi-supervised 3D Whole Brain Segmentation with a Self-ensemble Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Online Handwritten Diagram Recognition with Graph Attention Networks.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Oracle Character Recognition by Nearest Neighbor Classification with Deep Metric Learning.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Contextual Stroke Classification in Online Handwritten Documents with Graph Attention Networks.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

CASIA-AHCDB: A Large-Scale Chinese Ancient Handwritten Characters Database.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition - RRC-MLT-2019.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Hiding Security Feature Into Text Content for Securing Documents Using Generated Font.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Robust Data Hiding Scheme Using Generated Content for Securing Genuine Documents.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Instance Aware Document Image Segmentation using Label Pyramid Networks and Deep Watershed Transformation.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Cross-Modal Prototype Learning for Zero-Shot Handwriting Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Bag of Tricks for 3D MRI Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

Data-Distortion Guided Self-Distillation for Deep Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Multi-Oriented and Multi-Lingual Scene Text Detection With Direct Regression.
IEEE Trans. Image Process., 2018

Drawing and Recognizing Chinese Characters with Recurrent Neural Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Special issue on deep learning for document analysis and recognition.
Int. J. Document Anal. Recognit., 2018

SCAN: Sliding Convolutional Attention Network for Scene Text Recognition.
CoRR, 2018

Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation.
Cogn. Comput., 2018

Special Issue of BICS 2016.
Cogn. Comput., 2018

Fast genre classification of web images using global and local features.
CAAI Trans. Intell. Technol., 2018

Image-to-Markup Generation via Paired Adversarial Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Anomaly Detection via Minimum Likelihood Generative Adversarial Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Page Object Detection from PDF Document Images by Deep Structured Prediction and Supervised Clustering.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Scene Text Detection with Recurrent Instance Segmentation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Transfer Mapping for Unsupervised Writer Adaptation.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Memory-Augmented Attention Model for Scene Text Recognition.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Online Video Text Detection with Markov Decision Process.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Printed/Handwritten Texts and Graphics Separation in Complex Documents Using Conditional Random Fields.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Practical Block-Wise Neural Network Architecture Generation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Robust Classification With Convolutional Prototype Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test.
IEEE Trans. Intell. Transp. Syst., 2017

End-to-End Online Writer Identification With Recurrent Neural Network.
IEEE Trans. Hum. Mach. Syst., 2017

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol., 2017

Special issue "Advances in graph-based pattern recognition".
Pattern Recognit. Lett., 2017

Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark.
Pattern Recognit., 2017

LG-CNN: From local parts to global discrimination for fine-grained recognition.
Pattern Recognit., 2017

Improving handwritten Chinese text recognition using neural network language models and convolutional neural network shape models.
Pattern Recognit., 2017

Building Regional Covariance Descriptors for Vehicle Detection.
IEEE Geosci. Remote. Sens. Lett., 2017

SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition.
Int. J. Comput. Vis., 2017

Keyword spotting in handwritten chinese documents using semi-markov conditional random fields.
Eng. Appl. Artif. Intell., 2017

Scene Text Recognition with Sliding Convolutional Character Models.
CoRR, 2017

Diverse Neuron Type Selection for Convolutional Neural Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Flattened Maximally Stable Extremal Region Method for Scene Text Detection.
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017

Margin-Aware Binarized Weight Networks for Image Classification.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Chinese Handwriting Generation by Neural Network Based Style Transformation.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Handwriting Style Mixture Adaptation.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Unified Video Text Detection Method with Network Flow.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Page Segmentation for Historical Handwritten Documents Using Fully Convolutional Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Scene Text Detection with Novel Superpixel Based Character Candidate Extraction.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Robust Reading Challenge on Multi-Lingual Scene Text Detection and Script Identification - RRC-MLT.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Deep Direct Regression for Multi-oriented Scene Text Detection.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Handwritten Chinese Character Blind Inpainting with Conditional Generative Adversarial Nets.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Fast Genre Classification of Web Images Using Global and Local Features.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Text Detection, Tracking and Recognition in Video: A Comprehensive Survey.
IEEE Trans. Image Process., 2016

Discriminative quadratic feature learning for handwritten Chinese character recognition.
Pattern Recognit., 2016

A fast projected fixed-point algorithm for large graph matching.
Pattern Recognit., 2016

Adaptive spatial pooling for image classification.
Pattern Recognit., 2016

Pattern Recognition, Part 2.
IEEE Intell. Syst., 2016

Pattern Recognition, Part 1 [Guest editors' introduction].
IEEE Intell. Syst., 2016

Handwritten Chinese character recognition with spatial transformer and deep residual networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Joint training of conditional random fields and neural networks for stroke classification in online handwritten documents.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Context-aware mathematical expression recognition: An end-to-end framework and a benchmark.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Exploiting coarse-to-fine mechanism for fine-grained recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Unsupervised Adaptation of Neural Networks for Chinese Handwriting Recognition.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Fast Aircraft Detection Using End-to-End Fully Convolutional Network.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Natural Scene Character Recognition Using Robust PCA and Sparse Representation.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Effective Candidate Component Extraction for Text Localization in Born-Digital Images by Combining Text Contours and Stroke Interior Regions.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Incremental Learning Vector Quantization for Character Recognition with Local Style Consistency.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Retargeted Least Squares Regression Algorithm.
IEEE Trans. Neural Networks Learn. Syst., 2015

MTC: A Fast and Robust Graph-Based Transductive Learning Method.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction.
ACM Trans. Intell. Syst. Technol., 2015

A saliency-based cascade method for fast traffic sign detection.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Lexicon-driven recognition of one-stroke character strings in visual gesture.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Evaluation of neural network language models in handwritten Chinese text recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Efficient text localization in born-digital images by local contrast-based segmentation.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Task-Driven Feature Pooling for Image Classification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Traffic sign detection from video: A fast approach with tracking.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Neural network based over-segmentation for scene text recognition.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Learning Locality Preserving Graph from Data.
IEEE Trans. Cybern., 2014

Combination of Classification and Clustering Results with Label Propagation.
IEEE Signal Process. Lett., 2014

Minimum-risk training for semi-Markov conditional random fields with application to handwritten Chinese/Japanese text recognition.
Pattern Recognit., 2014

Character confidence based on N-best list for keyword spotting in online Chinese handwritten documents.
Pattern Recognit., 2014

Unsupervised language model adaptation for handwritten Chinese text recognition.
Pattern Recognit., 2014

Graphical lasso quadratic discriminant function and its application to character recognition.
Neurocomputing, 2014

An over-segmentation method for single-touching Chinese handwriting with learning-based filtering.
Int. J. Document Anal. Recognit., 2014

Learning confidence transformation for handwritten Chinese text recognition.
Int. J. Document Anal. Recognit., 2014

Multi-class segmentation of free-form online documents with tree conditional random fields.
Int. J. Document Anal. Recognit., 2014

Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Improving Handwritten Chinese Character Recognition with Discriminative Quadratic Feature Extraction.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluation of Geometric Context Models for Handwritten Numeral String Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Seed-Based Segmentation Method for Scene Text Extraction.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

A Nonlinear Classifier Based on Factorization Machines Model.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Effective license plate detection using fast candidate region selection and covariance feature based filtering.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Efficient Feature Coding Based on Auto-encoder Network for Image Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Error-correcting output codes based ensemble feature extraction.
Pattern Recognit., 2013

Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition.
Pattern Recognit., 2013

Transcript mapping for handwritten Chinese documents by integrating character recognition model and geometric context.
Pattern Recognit., 2013

Online and offline handwritten Chinese character recognition: Benchmarking on new databases.
Pattern Recognit., 2013

Handwritten Chinese/Japanese Text Recognition Using Semi-Markov Conditional Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Writer Adaptation with Style Transfer Mapping.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

A multi-task framework for metric learning with common subspace.
Neural Comput. Appl., 2013

Geometry preserving multi-task metric learning.
Mach. Learn., 2013

Keyword spotting in unconstrained handwritten Chinese documents using contextual word model.
Image Vis. Comput., 2013

Keyword Spotting from Online Chinese Handwritten Documents using One-versus-All Character Classification Model.
Int. J. Pattern Recognit. Artif. Intell., 2013

An evaluation of statistical methods in handwritten hangul recognition.
Int. J. Document Anal. Recognit., 2013

Dense Trajectories and Motion Boundary Descriptors for Action Recognition.
Int. J. Comput. Vis., 2013

Common Sense Knowledge for Handwritten Chinese Text Recognition.
Cogn. Comput., 2013

Fast kNN Graph Construction with Locality Sensitive Hashing.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Handwriting representation and recognition through a sparse projection and low-rank recovery framework.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Feature Transformation with Class Conditional Decorrelation.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

GPU-Based Fast Training of Discriminative Learning Quadratic Discriminant Function for Handwritten Chinese Character Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Minimum Risk Training for Handwritten Chinese/Japanese Text Recognition Using Semi-Markov Conditional Random Fields.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Locally Smoothed Modified Quadratic Discriminant Function.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Style Consistent Perturbation for Handwritten Chinese Character Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ICDAR 2013 Chinese Handwriting Recognition Competition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Learning-Based Candidate Segmentation Scoring for Real-Time Recognition of Online Overlaid Chinese Handwriting.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Hybrid Page Segmentation with Efficient Whitespace Rectangles Extraction and Grouping.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Scene Text Localization Using Gradient Local Correlation.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

An Algorithm for Maximum Common Subgraph of Planar Triangulation Graphs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

A Compact Spatial Feature Representation for Image Classification.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Visual Gesture Character String Recognition by Classification-Based Segmentation with Stroke Deletion.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
An approach for real-time recognition of online Chinese handwritten sentences.
Pattern Recognit., 2012

Handwritten Chinese Text Recognition by Integrating Multiple Contexts.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Maxi-Min discriminant analysis via online learning.
Neural Networks, 2012

Joint learning of error-correcting output codes and dichotomizers from data.
Neural Comput. Appl., 2012

A confidence-based method for keyword spotting in online Chinese handwritten documents.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

String-level learning of confidence transformation for Chinese handwritten text recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Insect species recognition using discriminative local soft coding.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Manifold Regularized Multi-Task Learning.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Multiple Outlooks Learning with Support Vector Machines.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Confused Distance Maximization for Large Category Dimensionality Reduction.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

A Touching Character Database from Chinese Handwriting for Assessing Segmentation Algorithms.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Improving Handwritten Chinese Text Recognition by Unsupervised Language Model Adaptation.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Arabic Handwritten Text Line Extraction by Applying an Adaptive Mask to Morphological Dilation.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

A Fast Stroke-Based Method for Text Detection in Video.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

An Effective Character Separation Method for Online Cursive Uyghur Handwriting.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Text/Non-text Classification in Online Handwritten Documents with Conditional Random Fields.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011
A Hybrid Approach to Detect and Localize Texts in Natural Scene Images.
IEEE Trans. Image Process., 2011

Pattern Field Classification with Style Normalized Transformation.
Proceedings of the IJCAI 2011, 2011

Multi-Task Low-Rank Metric Learning Based on Common Subspace.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Graphical Lasso Quadratic Discriminant Function for Character Recognition.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Low Rank Metric Learning with Manifold Regularization.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Fast and Robust Graph-based Transductive Learning via Minimum Tree Cut.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Transcript Mapping for Handwritten Text Lines Using Conditional Random Fields.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Touching Character Separation in Chinese Handwriting Using Visibility-Based Foreground Analysis.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Improving Handwritten Chinese Text Recognition by Confidence Transformation.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Dynamic Text Line Segmentation for Real-Time Recognition of Chinese Handwritten Sentences.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Perceptron Learning of Modified Quadratic Discriminant Function.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

ICDAR 2011 Chinese Handwriting Recognition Competition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

CASIA Online and Offline Chinese Handwriting Databases.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Keyword Spotting in Offline Chinese Handwritten Documents Using a Statistical Model.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Style transfer matrix learning for writer adaptation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Action recognition by dense trajectories.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Regularized margin-based conditional log-likelihood loss for prototype learning.
Pattern Recognit., 2010

Robust Metric Learning by Smooth Optimization.
Proceedings of the UAI 2010, 2010

Dimensionality Reduction by Minimal Distance Maximization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Boosting Incremental Semi-supervised Discriminant Analysis for Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-class AdaBoost with Hypothesis Margin.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Learning ECOC and Dichotomizers Jointly from Data.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Fast scene text localization by learning-based filtering and verification.
Proceedings of the International Conference on Image Processing, 2010

Discriminative Training of Subspace Gaussian Mixture Model for Pattern Classification.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Error Reduction by Confusing Characters Discrimination for Online Handwritten Japanese Character Recognition.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Keyword Spotting from Online Chinese Handwritten Documents Using One-vs-All Trained Character Classifier.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Integrating Geometric Context for Text Alignment of Handwritten Chinese Documents.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Similar Handwritten Chinese Characters Recognition by Critical Region Selection Based on Average Symmetric Uncertainty.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Gaussian Process Latent Random Field.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Transductive Learning on Adaptive Graphs.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
A robust approach to text line grouping in online handwritten Japanese documents.
Pattern Recognit., 2009

Handwritten Chinese text line segmentation by clustering with distance metric learning.
Pattern Recognit., 2009

A new benchmark on the recognition of handwritten Bangla and Farsi numeral characters.
Pattern Recognit., 2009

Subspace Regularization: A New Semi-supervised Learning Method.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Object tracking by bidirectional learning with feature selection.
Proceedings of the International Conference on Image Processing, 2009

A Tool for Ground-Truthing Text Lines and Characters in Off-Line Handwritten Chinese Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Variational Bayes Method for Handwritten Text Line Segmentation.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Integrating Language Model in Handwritten Chinese Text Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

CASIA-OLHWDB1: A Database of Online Handwritten Chinese Characters.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Text Localization in Natural Scene Images Based on Conditional Random Field.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
A pooled subspace mixture density model for pattern classification in high-dimensional spaces.
Proceedings of the International Joint Conference on Neural Networks, 2008

Prototype learning with margin-based conditional log-likelihood loss.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Grouping Text Lines in Online Handwritten Japanese Documents by Combining Temporal and Spatial Information.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

A Robust System to Detect and Localize Texts in Natural Scene Images.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2006
Polynomial Network Classifier with Discriminative Feature Extraction.
Proceedings of the Structural, 2006

Handwritten Chinese Character Recognition: Effects of Shape Normalization and Feature Extraction.
Proceedings of the Arabic and Chinese Handwriting Recognition, 2006

Learning Boosted Asymmetric Classifiers for Object Detection.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006


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