Implementation of "DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification"
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Updated
Feb 3, 2020 - Jupyter Notebook
Implementation of "DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification"
Writer identification system written in Python
handwritten writer identification using classical machine learning pattern recognition techniques
Codes for the paper "A Robust Of-line Writer Identification Method" in ACTA AUTOMATICA SINICA, 2020
The ScriptNet / competitions site.
Codes for the paper "Semi-Supervised Feature Learning for Improving Writer Identification" in Information Sciences, 2019
Banking-optimized signature verification with Siamese CNN - Contrastive learning for forgery detection with high recall for fraud prevention
The experiment of project
Code for my paper titled "Online Writer Identification using Sparse Coding and Histogram based descriptors" published as an oral in the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR-2016)
A ML Model for Writer Identification
Code and supplementary materials for the paper: "Different Strokes for Different Folks: Writer Identification for Historical Arabic Manuscripts"
Code accompanying M. Koepf et al. "Writer Identification and Writer Retrieval Using Vision Transformer for Forensic Documents". Paper accepted for DAS 2022 (oral presentation).
Writing on-air with a smartwatch and writing on-paper with a tablet. Data used for evaluating the performance of a online writer verification system
Writer identification from handwriting using Siamese Networks with Triplet Loss. MobileNetV2 backbone, metric learning with 1-NN/centroid/topk strategies evaluated on 204 authors.
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