Essays about: "Low-Resolution Images"

Showing result 16 - 20 of 41 essays containing the words Low-Resolution Images.

  1. 16. Improving Knee Cartilage Segmentation using Deep Learning-based Super-Resolution Methods

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Max Kim; [2021]
    Keywords : Deep learning; knee cartilage; segmentation; super-resolution; Djupinlärning; knäbrosk; segmentering; superupplösning;

    Abstract : Segmentation of the knee cartilage is an important step for surgery planning and manufacturing patient-specific prostheses. What has been a promising technology in recent years is deep learning-based super-resolution methods that are composed of feed-forward models which have been successfully applied on natural and medical images. READ MORE

  3. 17. IR Image Macine Learning for Smart Homes

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Amanda Nerborg; Elias Josse; [2020]
    Keywords : machine learning; infrared radiation; low resolution; Panasonic Grid-EYE; human detection;

    Abstract : Sweden is expecting an aging population and a shortage of healthcare professionals in the near future. This amounts to problems like providing a safe and dignified life for the elderly both economically and practically. Technical solutions that contribute to safety, comfort and quick help when needed is essential for this future. READ MORE

  4. 18. Real Time Voxel Cone Tracing using Bilateral Filters and 3D Clipmaps

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

    Author : Alexander Lingtorp; [2020]
    Keywords : ;

    Abstract : Global illumination is a collective term of photorealistic lighting in computer graphics. Computation of global illumination is expensive in terms of real- time applications such as computer games. READ MORE

  5. 19. Evaluating user preference when applying mipmap LOD in shadow covered textures

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Jonas Berggren; [2020]
    Keywords : Textures; Mipmapping; Shadow Mapping; Level of Detail;

    Abstract : Background. Shadow mapping is a method that is used for generating and imitating shadows in 3D-spaces. This technique has been used in the entertainment media industry in the form of games, movies and 3D renderings of environments to create a more realistic experience for consumers. READ MORE

  6. 20. Social Distancing AI: Using super-resolution to train an object detection model on low resolution images

    University essay from Lunds universitet/Matematisk statistik

    Author : Dennis Hein; [2020]
    Keywords : Mathematics and Statistics;

    Abstract : This paper addresses the following hypothetical situation: suppose that we want to train an object detection algorithm but that only low resolution data is available. As a tentative solution to this problem, this paper suggest to first super-resolve the low resolution data to obtain higher resolution data that is then fed to the object detection algorithm. READ MORE