Songxuan Lai

Orcid: 0000-0002-0009-0566

According to our database1, Songxuan Lai authored at least 27 papers between 2017 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming.
CoRR, 2024

2022
DsDTW: Local Representation Learning With Deep soft-DTW for Dynamic Signature Verification.
IEEE Trans. Inf. Forensics Secur., 2022

SVC-onGoing: Signature verification competition.
Pattern Recognit., 2022

SynSig2Vec: Forgery-Free Learning of Dynamic Signature Representations by Sigma Lognormal-Based Synthesis and 1D CNN.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Forgery-free signature verification with stroke-aware cycle-consistent generative adversarial network.
Neurocomputing, 2022

PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition.
Int. J. Comput. Vis., 2022

SPTS: Single-Point Text Spotting.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Graph Convolutional Neural Network for Human Action Recognition: A Comprehensive Survey.
IEEE Trans. Artif. Intell., 2021

STAN: A sequential transformation attention-based network for scene text recognition.
Pattern Recognit., 2021

SPTS: Single-Point Text Spotting.
CoRR, 2021


2020
Encoding Pathlet and SIFT Features With Bagged VLAD for Historical Writer Identification.
IEEE Trans. Inf. Forensics Secur., 2020

Point-to-Set Similarity Based Deep Metric Learning for Offline Signature Verification.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

High Performance Offline Handwritten Chinese Text Recognition with a New Data Preprocessing and Augmentation Pipeline.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Recurrent Adaptation Networks for Online Signature Verification.
IEEE Trans. Inf. Forensics Secur., 2019

Automatic labeling of large amounts of handwritten characters with gate-guided dynamic deep learning.
Pattern Recognit. Lett., 2019

Fully Convolutional Sequence Recognition Network for Water Meter Number Reading.
IEEE Access, 2019

Offline Writer Identification Based on the Path Signature Feature.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

EnsNet: Ensconce Text in the Wild.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Dense and Tight Detection of Chinese Characters in Historical Documents: Datasets and a Recognition Guided Detector.
IEEE Access, 2018

Rotation-Free Online Handwritten Chinese Character Recognition using Two-Stage Convolutional Neural Network.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Learning Discriminative Feature Hierarchies for Off-Line Signature Verification.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

2017
Toward high-performance online HCCR: A CNN approach with DropDistortion, path signature and spatial stochastic max-pooling.
Pattern Recognit. Lett., 2017

Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature.
CoRR, 2017

Online Signature Verification Using Recurrent Neural Network and Length-Normalized Path Signature Descriptor.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017


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