Essays about: "image representation"

Showing result 1 - 5 of 244 essays containing the words image representation.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Sweden´s representation in Utvandrarna and its adaptations : The image of Sweden in the Utvandrar-series

    University essay from Linnéuniversitetet/Institutionen för film och litteratur (IFL)

    Author : André Gustafsson; [2024]
    Keywords : Adaption; Vilhelm Moberg; Sverige; Jan Troell; Erik Poppe; Utvandrarna; adaptionsanalys;

    Abstract : This study is an adaptation analysis focusing on the portrayal of Sweden in Jan Troell´s film The Emigrants (1971) and Eric Poppe´s film The Emigrants (2021), which is based on the book by the same name, written by Vilhelm Moberg. Both the films and book are discussed and analyzed to find similarities and differences between them. READ MORE

  4. 3. POTENTIALS FOR LEARNING IN THE DESIGN OF DIGITAL TEXTBOOKS

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Sonja Husgafvel; [2023-07-03]
    Keywords : Digital Textbooks; ; Multimodal Text Analysis; ; Semiotic Theory; ; Visual Grammar; ; Potentials for learning; ; History;

    Abstract : Purpose: The aim of this study was to enhance the knowledge of the learning potentials associated with the different designs of digital textbooks and their implications for the representation of historical content. More specifically, the analysis focused on four Finnish digital history textbooks, with the Winter War being selected as the specific learning unit due to its significant role in the history of Finland. READ MORE

  5. 4. Modulating Depth Map Features to Estimate 3D Human Pose via Multi-Task Variational Autoencoders

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

    Author : Kobe Moerman; [2023]
    Keywords : 3D pose estimation; Joint landmarks; Variational autoencoder; Multi-task model; Loss discrimination; Latent-space modulation; Depth map; 3D-positionsuppskattning; Gemensamma landmärken; Variationell autoencoder; Multitask-modell; Förlustdiskriminering; Latent-space-modulering; Djupkarta;

    Abstract : Human pose estimation (HPE) constitutes a fundamental problem within the domain of computer vision, finding applications in diverse fields like motion analysis and human-computer interaction. This paper introduces innovative methodologies aimed at enhancing the accuracy and robustness of 3D joint estimation. READ MORE

  6. 5. Multi-Data Approach for Subsurface Imaging: Combining Borehole and GPR- Data for Improved Analysis

    University essay from Umeå universitet/Institutionen för fysik

    Author : Pontus Yngvesson; [2023]
    Keywords : Geofysik; Geoteknik; GPR; Borrhål; Dataanalys; Markradar;

    Abstract : The investigation to understand the subsurface and its features has long been asubject of interest for various fields, including fields such as archaeology and infras-tructure projects. However, traditional excavation methods are often costly and time-consuming. READ MORE