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Deep neural networks-based offline writer identification using heterogeneous handwriting data: an evaluation via a novel standard dataset

https://doi.org/10.1007/s12652-021-03253-2

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What this work says

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Large-Scale Machine Learning with Stochastic Gradient Descent

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The Problem of Overfitting

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DeepWriter: A Multi-stream Deep CNN for Text-Independent Writer Identification

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End-to-End Online Writer Identification With Recurrent Neural Network

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Cognitive-Biometric Recognition From Language Usage: A Feasibility Study

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A Note on the Inception Score

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Offline Text-Independent Writer Identification Using a Codebook with Structural Features

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LBP and LPQ-Based Writer Identification: A Study of Encoding Techniques for Robust Performance

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Advanced Texture Analysis for Writer Identification: the Orientation of Pixels in Handwritten Fragments

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Analysis of Existing Algorithms for Verifying Gurmukhi Scripts and the Shortfall

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Binary Neighbors Model (BNM) : An LBP-Inspired Descriptor for Offline Writer Identification

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Exploring Urdu OCR Systems Across Handwritten, Printed, Online, Offline, Multilingual, Natural Scene, and Video Scenarios: A Comprehensive Review

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Review on Writer Identification and Verification Methods

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Smart Interactive Scribe Set for Children With Specific Learning Disability

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Automated Handwritten Letter Recognition using Optimized Deep Learning Model

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Hybrid Deep Learning for Human Behaviour Analysis with Handwritten Data

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A novel methodology for writer (hand) identification: establishing Rigas Feraios wrote two important Greek documents discovered in Romania

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Offline text-independent writer identification using a codebook with structural features

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Increasing the Accuracy of Writer Identification Based on Bee Colony Optimization Algorithm and Hybrid Deep Learning Method

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Using Artificial Neural Networks for Solving Forensic Handwriting Examination Problems: Foreign Experience Analysis

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Supervised Feature Learning for Offline Writer Identification Using VLAD and Double Power Normalization

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Writer verification of partially damaged handwritten Arabic documents based on individual character shapes

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