Essays about: "Video Quality Prediction."

Showing result 1 - 5 of 34 essays containing the words Video Quality Prediction..

  1. 1. Fog detection using an artificial neural network

    University essay from Lunds universitet/Matematisk statistik

    Author : Quanwei Li; Tiancheng Ma; [2023]
    Keywords : Machine Learning; Deep Learning; Image Analysis; Computer Vision; Mathematics and Statistics;

    Abstract : This project studies a method of image-based fog detection directly from a camera without using the transmissometer. Fog can be detected using transmissometers which could be a very costly approach. This thesis presents an image-based approach for fog detection using Artificial Neural networks. READ MORE

  3. 2. Online Sample Selection for Resource Constrained Networked Systems

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

    Author : Philip Sjösvärd; Samuel Miksits; [2022]
    Keywords : Online learning; Sample Selection; Real-time Learning; Random Forest; Reservoir Sampling; Relevance and Redundancy; Binned Distribution; Autoregressive Model; Change Detection; Model Re-computation;

    Abstract : As more devices with different service requirements become connected to networked systems, such as Internet of Things (IoT) devices, maintaining quality of service becomes increasingly difficult. Large data sets can be obtained ahead of time in networks to train prediction models offline, however, resulting in high computational costs. READ MORE

  4. 3. Autonomous Patient Monitoring in the Intermediate Care Unit by Live Video Analysis

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

    Author : Benjamin Jefford-Baker; [2022]
    Keywords : Patient Monitoring; Video Action Recognition; Real-time Prediction; Patientövervakning; Videohandlingsigenkänning; Realtidsprediktion;

    Abstract : Patients admitted to intermediate care units require frequent monitoring by hospital personnel. An automatisation of this monitoring would save a considerable amount of resources and could also improve the quality of the treatment. READ MORE

  5. 4. A Study on Data-driven Methods for Selection and Evaluation of Beam Subsets in 5G NR

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Nic Ekman; Ilias Theodoros Skordas; [2022]
    Keywords : 5G; NR; telecom; telecommunications; ML; machine learning; algorithms; beam; widebeam; propagation; beamforming; subset; RAN; radio; radio environment; ericsson; Technology and Engineering;

    Abstract : 5G New Radio is the next generation of mobile networks and it comes with promises of ultra-high speeds, ultra-high reliability and ultra-low latency. This has posed a challenge for the engineers entrusted with the task of finding solutions which could fulfil the specification, and as a result, some promising areas have received increased attention in recent years. READ MORE

  6. 5. Dynamic Graph Representation Learning on Enterprise Live Video Streaming Events

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

    Author : Achilleas Stefanidis; [2020]
    Keywords : Dynamic graph representation learning; Selfattention mechanism; Dynamic link prediction; Inlärning av dynamisk grafrepresentation; Koncentrationsmekanism; Dynamisk länkprognos;

    Abstract : Enterprises use live video streaming as a mean of communication. Streaming high-quality video to thousands of devices in a corporate network is not an easy task; the bandwidth requirements often exceed the network capacity. READ MORE