Essays about: "importance of image processing"

Showing result 11 - 15 of 44 essays containing the words importance of image processing.

1. 11. Deep Multiple Description Coding for Semantic Communication : Theory and Practice

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

   Author : Martin Lindström; [2022]
   Keywords : Deep Learning; Split Computing; Multiple Description Coding; Semantic Communication; Internet of Things; Image Classification; Djupinlärning; distribuerade beräkningar; distribuerad kodning; semantisk kommunikation; sakernas internet; Internet of Things; bildklassificering;

   Abstract : With the era of wirelessly connected Internet of Things (IoT) devices on the horizon, eective data processing algorithms for IoT devices are of increasing importance. IoT devices often have limited power and computational resources, making data processing on the device unfeasible. READ MORE

3. 12. GPU-Accelerated Monte Carlo Geometry Processing for Gradient-Domain Methods

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Linus Mossberg; [2021]
   Keywords : Monte Carlo; geometry processing; partial differential equations; Poisson equation; seamless image editing; distance field; importance sampling; random walk on spheres;

   Abstract : This thesis extends the utility of the Monte Carlo approach to PDE-based methods presented in the paper Monte Carlo Geometry Processing. In particular, we implement this method on the GPU using CUDA, and investigate more viable methods of estimating the source integral when solving Poisson’s equation with intricate source terms. READ MORE

4. 13. Anomaly Detection in Images and Videos Using Photo-Response Non-Uniformity

   University essay from Linköpings universitet/Datorseende

   Author : Kerstin Söderqvist; [2021]
   Keywords : ;

   Abstract : When photos and videos are increasingly used as evidence material, it is of importance to know if these materials can be used as evidence material or if the risk of them being forged is impending. This thesis investigates methods for detecting anomalous regions in images and videos using photo-response non-uniformity -- a fixed-pattern sensor noise that can be estimated from photos or videos. READ MORE

5. 14. Performance Assessment of Networked Immersive Media in Mobile Health Applications with Emphasis on Latency

   University essay from Blekinge Tekniska Högskola

   Author : Emmanuel Adebayo; [2021]
   Keywords : Performance Assessment; Networked Immersive Media; Cloud Virtual Reality; Cloud Network; Edge Network.;

   Abstract : Cloud VR/AR/MR (Virtual Reality, Augmented Reality, and Mixed Reality) services representa high-level architecture that combines large scale computer resources in a data-center structurestyle set up to render VR/AR/MR services using a combination of very high bandwidth, ultralow latency, high throughput, latest 5G (5th Generation) mobile networks to the end users.  VR refers to a three-dimensional computer-generated virtual environment made up ofcomputers, which can be explored by people for real time interaction. READ MORE

6. 15. OBJECT DETECTION USING DEEP LEARNING ON METAL CHIPS IN MANUFACTURING

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Robin Andersson Dickfors; Nick Grannas; [2021]
   Keywords : Object detection; deep learning; machine learning; computer vision; classification; manufacturing; small object detection;

   Abstract : Designing cutting tools for the turning industry, providing optimal cutting parameters is of importance for both the client, and for the company's own research. By examining the metal chips that form in the turning process, operators can recommend optimal cutting parameters. READ MORE