Sökning: "Inpainting"

Visar resultat 1 - 5 av 11 uppsatser innehållade ordet Inpainting.

  1. 1. AI image generation tools as an aid in brainstorming architectural visual designs

    Kandidat-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :August Millwood; Clara-Cecilia Dias-Taguatinga; [2023]
    Nyckelord :AI inpainting; architecture; brainstorming; sketching;

    Sammanfattning : This thesis explores the potential of AI generated images as a means to enhance the design, sketching and brainstorming processes in architecture. The study addresses the challenges faced by architects in generating innovative ideas and overcoming cognitive biases during their sketching phase. LÄS MER

  3. 2. A comparison between fully-supervised and self-supervised deep learning methods for tumour classification in digital pathology data

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Elsa Jonsson; [2022]
    Nyckelord :AI; machine learning; digital pathology data; binary tumour classification;

    Sammanfattning : Whole Slide Images (WSIs) are digital scans containing rich pathology information. There are many available WSI datasets that can be used for a wide range of purposes such as diagnostic tasks and analysis, but the availability of labeled WSI datasets is very limited since the annotation process is both very costly and time consuming. LÄS MER

  4. 3. Image inpainting methods for elimination of non-anatomical objects in medical images

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Andrea Lorenzo Polo; [2021]
    Nyckelord :Medical Imaging; Tumor Ablation; Inpainting; U-Net; Convolutional Neural Network;

    Sammanfattning : This project studies the removal of non-anatomical objects from medical images. During tumor ablation procedures, the ablation probes appear in the image, hindering the performance of segmentation, registration, and dose computation algorithms. These algorithms can also be affected by artifacts and noise generated by body implants. LÄS MER

  5. 4. ARMAS: Active Reconstruction of Missing Audio Segments

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Författare :Sachin Pokharel; Muhammad Ali; [2021]
    Nyckelord :Audio Reconstruction; Audio Inpainting; Deep Learning; Machine Learning; Audio Steganography;

    Sammanfattning : Background: Audio signal reconstruction using machine/deep learning algorithms has been explored much more in the recent years, and it has many applications in digital signal processing. There are many research works on audio reconstruction with linear interpolation, phase coding, tone insertion techniques combined with AI models. LÄS MER

  7. 5. Evaluation of Generative Neural Networks for Automatic Defect Detection

    Kandidat-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Love Nordling; [2020]
    Nyckelord :;

    Sammanfattning : Quality assurance of mass produced items is prone to errors when performedmanually by a human. This has created a need for an automated solution. Theemergence of deep neural networks has created systems that can be trained toclassify defect from non-defect items. LÄS MER