Essays about: "importance of image processing"

Showing result 1 - 5 of 25 essays containing the words importance of image processing.

  1. 1. Super-Resolution Using Dynamic Cameras

    University essay from Linköpings universitet/Datorseende

    Author : Erik Dahlström; [2020]
    Keywords : Super-resolution; iterative back-projection; digital signal processing;

    Abstract : In digital image correlation, an optical full-field analysis method that can determine displacements of an object under load, high-resolution images are preferable. One way to improve the resolution is to improve the camera hardware. READ MORE

  2. 2. Real Time Gym Activity Detection using Monocular RGB Camera

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Mohammad Samer Alshatta; [2020]
    Keywords : ActivityDetection; RNN; GymActionDetection; PoseBasedActionDetection; DeepLearning; SkeletonBasedOnlineActionDetection;

    Abstract : Action detection is an attractive area for researchers in computer vision, healthcare, physiotherapy, psychology, and others. Intensive work has been done in this area due to its wide range of applications such as security surveillance, video tagging, Human-Computer Interaction (HCI), robotics, medical diagnosis, sports analysis, interactive gaming, and many others. READ MORE

  3. 3. Real-world low-light image enhancement using Variational Autoencoders

    University essay from Lunds universitet/Matematik LTH

    Author : Olle Eriksson; [2020]
    Keywords : machine learning; deep learning; U-Net; VAE; variational autoencoder; image processing; low-light vision; Mathematics and Statistics;

    Abstract : Low-light image enhancement is a hard task mainly due to the amount of noise and little information stored in the dark image. In this thesis project we develop a method for low-light image enhancement based on a Conditional Variational Autoencoder (CVAE). The CVAE is a deep learning model trained with a specific objective function (ELBO). READ MORE

  4. 4. Image Augmentation to Create Lower Quality Images for Training a YOLOv4 Object Detection Model

    University essay from Uppsala universitet/Signaler och system

    Author : Tim Melcherson; [2020]
    Keywords : Artificial Intelligence; Image Processing; Convolutional Neural Networks; Deep Learning; YOLO; YOLOv4; Artificiell Intelligens; Bildbehandling; neurala nätverk; djupinlärning;

    Abstract : Research in the Arctic is of ever growing importance, and modern technology is used in news ways to map and understand this very complex region and how it is effected by climate change. Here, animals and vegetation are tightly coupled with their environment in a fragile ecosystem, and when the environment undergo rapid changes it risks damaging these ecosystems severely. READ MORE

  5. 5. Statistical Approach for the Design of Refresh-Free eDRAM with Retention Timing Constraint

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

    Author : Arturo Prieto; [2019]
    Keywords : Memory; eDRAM; DRAM; SRAM; IC; Refresh; Statistics; Importance Sampling; Monte Carlo; Technology and Engineering;

    Abstract : In digital integrated circuits, memories are often a limiter for main performance, power and area. Over the past decade, integrated memories have gained dominance in terms of area and power cost. In applications like machine learning or image processing the area share can be above 80% consuming more than 50% of the total power budget. READ MORE