Essays about: "Handwritten Text Recognition"

Showing result 6 - 10 of 16 essays containing the words Handwritten Text Recognition.

  1. 6. Computer Vision for Document Image Analysis and Text Extraction

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Omar Benchekroun; [2022]
    Keywords : Optical Character Recognition; Document Analysis; Text Extraction; Transformers; Convolutional Neural Networks; Optisk teckenigenkänning; dokumentanalys; textutvinning; transformatorer; konvolutionella neurala nätverk;

    Abstract : Automatic document processing has been a subject of interest in the industry for the past few years, especially with the recent technological advances in Machine Learning and Computer Vision. This project investigates in-depth a major component used in Document Image Processing known as Optical Character Recognition (OCR). READ MORE

  3. 7. Lost in Transcription : Evaluating Clustering and Few-Shot learningfor transcription of historical ciphers

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Giacomo Magnifico; [2021]
    Keywords : Image Recognition; Handwritten Text Recognition; HTR; Deep-learning; K-mean clustering; NN; Neural Network; Few-Shot;

    Abstract : Where there has been a steady development of Optical Character Recognition (OCR) techniques for printed documents, the instruments that provide good quality for hand-written manuscripts by Hand-written Text Recognition  methods (HTR) and transcriptions are still some steps behind. With the main focus on historical ciphers (i.e. READ MORE

  4. 8. Automatic Handwritten Text Detection and Classification

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Olle Dahlstedt; [2021]
    Keywords : ;

    Abstract : As more and more organizations digitize their records, the need for automatic document processing software increases. In particular, the rise of ‘digital humanities’ precede a new set of problems on how to digitize historical archival material in an efficient and accurate manner. READ MORE

  5. 9. Handwritten Recognition for Ethiopic (Ge’ez) Ancient Manuscript Documents

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Adisu Wagaw Terefe; [2020]
    Keywords : CNN; CTC; Ge’ez; Handwritten Recognition; LSTM; MDRNN; CNN; CTC; Ge’ez; Handskrivet erkännande; LSTM; MDRNN;

    Abstract : The handwritten recognition system is a process of learning a pattern from a given image of text. The recognition process usually combines a computer vision task with sequence learning techniques. READ MORE

  6. 10. Occlusion method to obtain saliency maps for CNN

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Thomas Eriksson; [2020]
    Keywords : Saliency map; explanatory model; process focussed XAI; MNIST; image classifying CNN.; Physics and Astronomy;

    Abstract : This Bachelor project will study convolutional neural networks created for image classification. Furthermore, it will specifically use an explanatory model for how the network decided a certain classification output. This is to increase the interpretability of the network. READ MORE