Essays about: "Inpainting"

Showing result 1 - 5 of 9 essays containing the word Inpainting.

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

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

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

   Abstract : 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. READ MORE

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

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

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

   Abstract : 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. READ MORE

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

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

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

   Abstract : 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. READ MORE

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

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

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

   Abstract : 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. READ MORE

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

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Love Nordling; [2020]
   Keywords : ;

   Abstract : 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. READ MORE