Essays about: "importance of image processing"

Showing result 1 - 5 of 19 essays containing the words importance of image processing.

  1. 1. 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

  2. 2. 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

  3. 3. Improving Hashtag Recommendation for Instagram Images by Considering Hashtag Relativity and Sentiment.

    University essay from Högskolan Dalarna/Mikrodataanalys; Högskolan Dalarna/Mikrodataanalys

    Author : Serena Barakat; Mahesh Chathuranga; [2018]
    Keywords : Machine learning; social media; Instagram; hashtag; prediction; sentiment; relativity; feature extraction; image processing; recommendation system.;

    Abstract : Extracting knowledge from user-generated content (UGC) in social media platforms is a very hot research topic in the area of machine learning, nonetheless, the main challenge resides in the fact that UGC carries inference, abstraction and subjectivity alongside objectivity. With the aim of recognising the importance of subjectivity as an influential aspect for providing humanoid results from a machine learning algorithm, this study proposes a novel approach to improve Instagram hashtag recommendation by considering sentiment that can be expressed for images. READ MORE

  4. 4. Estimation and Correction of the Distortion in Forensic Image due to Rotation of the Photo Camera

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling; Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Sathwika Bavikadi; Venkata Bharath Botta; [2018]
    Keywords : Hough Transformation; Hough Circular Transformation; Image Rotation; Forensic Scales.;

    Abstract : Images, in contrast to text, represent an effective and natural communication media for humans, due to their immediacy and the easy way to understand the image content. Shape recognition and pattern recognition are one of the most important tasks in the image processing. READ MORE

  5. 5. Deployment of AI Model inside Docker on ARM-Cortex-based Single-Board Computer : Technologies, Capabilities, and Performance

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Helina Getachew WoldeMichael; [2018]
    Keywords : Artificial Intelligence; Docker; Edge Computing; Single Board Computer;

    Abstract : IoT has become tremendously popular. It provides information access, processing and connectivity for a huge number of devices or sensors. IoT systems, however, often do not process the information locally, rather send the information to remote locations in the Cloud. READ MORE