Essays about: "Bildanalys"

Showing result 31 - 35 of 123 essays containing the word Bildanalys.

1. 31. Mapping the relationship between integrin activation, focal adhesion organization and mechanotransduction in fibroblasts

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Valeriia Grudtsyna; [2021]
   Keywords : Mechanotransduction; Focal adhesions; Yes-associated protein 1 YAP ; Integrins; Fibronectin; Polarization microscopy; TIRF microscopy; Fluorescence anisotropy; YAP activation; Image analysis; Cell biology; Technology and Engineering;

   Abstract : Cells can sense and respond to mechanical forces through a process called mechanotransduction. It is controlled by the mechanical cues, originated from the cell's microenvironment, and occurs via a complex, step-wise process. READ MORE

3. 32. Leveraging Adult Fashion to Enhance Children’s Fashion Recognition

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

   Author : Angel Luis Igareta Herráiz; [2021]
   Keywords : CNN; Machine Learning; Transfer Learning; Fashion Analysis; Children’s Fashion; Clothing Attribute Recognition; CNN; maskininlärning; överföringsinlärning; modeanalys; barnmode; igenkänning av klädesattribut;

   Abstract : The future of the fashion industry is expected to be online, thus a significant amount of research is being conducted in the field of fashion image analysis. Currently, a task that places a heavy workload on online stores is manually tagging new garments, including attributes such as category, color, pattern, or style. READ MORE

4. 33. Data Augmentation to Improve Cross-Domain Generalization in Deep Learning MRI Segmentation

   University essay from Lunds universitet/Matematik LTH

   Author : Rasmus Helander; [2021]
   Keywords : deep learning; medical imaging; mri; segmentation; data augmentation; cyclegan; noisy labels; Mathematics and Statistics;

   Abstract : Semantic segmentation of medical images is an important task with many applications. However, manually delineating 3D images is time-consuming and the demand for automation is high. For many image segmentation tasks, deep learning has provided state-of-the-art results. READ MORE

5. 34. Continuous Balance Evaluation by Image Analysis of Live Video : Fall Prevention Through Pose Estimation

   University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Author : Henrik Runeskog; [2021]
   Keywords : Fall prevention; balance estimation; center of mass; center of pressure; human pose estimation; human keypoint detection; Fallprevention; balansestimering; tyngdpunkt; tryckcentrum; kroppshållningsestimation;

   Abstract : The deep learning technique Human Pose Estimation (or Human Keypoint Detection) is a promising field in tracking a person and identifying its posture. As posture and balance are two closely related concepts, the use of human pose estimation could be applied to fall prevention. READ MORE

6. 35. Ensembles of Single Image Super-Resolution Generative Adversarial Networks

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

   Author : Victor Castillo Araújo; [2021]
   Keywords : Generative Adversarial Networks; Single Image Super-Resolution; Computer Vision; Convolutional Neural Networks; Ensemble Learning; Generative Adversarial Networks; Superupplösning; Datorseende; Bildanalys; Convolutional neural networks; Ensembler;

   Abstract : Generative Adversarial Networks have been used to obtain state-of-the-art results for low-level computer vision tasks like single image super-resolution, however, they are notoriously difficult to train due to the instability related to the competing minimax framework. Additionally, traditional ensembling mechanisms cannot be effectively applied with these types of networks due to the resources they require at inference time and the complexity of their architectures. READ MORE