Essays about: "thesis on algorithms image search"

Showing result 1 - 5 of 11 essays containing the words thesis on algorithms image search.

1. 1. CArDIS: A Swedish Historical Handwritten Character and Word Dataset for OCR

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Shivani Thummanapally; Sakib Rijwan; [2022]
   Keywords : Handwritten Text Recognition; Optical Character Recognition; Machine learning methods; historical handwritten character recognition; handwritten character dataset;

   Abstract : Background: To preserve valuable sources and cultural heritage, digitization of handwritten characters is crucial. For this, Optical Character Recognition (OCR) systems were introduced and most widely used to recognize digital characters. READ MORE

3. 2. Tree positional encodings for transformer models on HTML DOM tree element classification : Enabling structurally aware transformer models through positional encodings to improve performance on an HTML element classification problem

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

   Author : Gustave Rousselet; [2021]
   Keywords : Transformer; Positional Encoding; HTML; DOM; Tree; Element; Transformer; Positionskodning; HTML; DOM; Träd; Element;

   Abstract : With the continued proliferation of access and the usage of the internet, the field of web learning is continuously growing in order to automate and improve parts of our experience on the web. Research in web learning has often lagged behind its counterparts in Natural Language Processing (NLP), novel methods often reach adoption in web learning research with a delay. READ MORE

4. 3. Human-robot Collaboration Focusing on Image Processing

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

   Author : Xuetao Zhang; [2020]
   Keywords : ;

   Abstract : The future manufacturing industry calls for a new generation of production so-lutions with high efficiency and flexibility. Therefore, research towards Human-Robot Collaboration (HRC) has recently aroused much attention in the field ofmanufacturing as it provides the possibility for harmonizing the accuracy of arobot with the flexibility of a human. READ MORE

5. 4. Revision of an artificial neural network enabling industrial sorting

   University essay from Uppsala universitet/Institutionen för teknikvetenskaper

   Author : Henrik Malmgren; [2019]
   Keywords : artificial neural networks; machine learning; deep learning; connectionism; pattern recognition; machine learning; automation; image analysis; information technology; applied mathematics; mathematical optimization; information theory; mathematical statistics; mathematical models; stochastic models; probabilities; chance; approximations; algorithms; computer programs; computer software; signal processing; high performance computing; numerical methods; high technology industries; sustainable development; artificiella neurala nätverk; maskininlärning; djup maskininlärning; konnektionism; mönsterigenkänning; automatisering; bildanalys; informationsteknik; tillämpad matematik; optimering; informationsteori; statistisk inferens; matematiska modeller; stokastiska modeller; sannolikhetskalkyl; slumpen; approximationer; algoritmer; datorprogram; programvara; signalbehandling; högpresterande beräkningar; numeriska metoder; teknikutveckling; maskinindustri; högteknologisk industri; maskinhandel; skrothandel; bärkraftig utveckling;

   Abstract : Convolutional artificial neural networks can be applied for image-based object classification to inform automated actions, such as handling of objects on a production line. The present thesis describes theoretical background for creating a classifier and explores the effects of introducing a set of relatively recent techniques to an existing ensemble of classifiers in use for an industrial sorting system. READ MORE

6. 5. Real-Time Monocular SLAM System Using an Inertial Measurement Unit to Estimate the Metric Scale and Gravity Direction

   University essay from Lunds universitet/Matematik LTH

   Author : Patrik Persson; [2018]
   Keywords : Computer vision; SLAM; sensor fusion; autonomous drones; Technology and Engineering; Mathematics and Statistics;

   Abstract : In this work a simultaneous localisation and mapping system, SLAM, has been constructed which can incorporate inertial measurement unit, IMU, data such as accelerometer and gyroscope data to estimate the metric scale and the relationship to the gravity vector of the SLAM solution. The system can perform accurate pose predictions at 100Hz based on IMU data and previous camera poses. READ MORE