Essays about: "importance of image processing"

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

  1. 1. 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

  2. 2. Deep Text Mining of Instagram Data Without Strong Supervision

    University essay from KTH/Programvaruteknik och datorsystem, SCS

    Author : Kim Hammar; [2018]
    Keywords : Natural Language Processing; Information Extraction; Machine Learning; Språkteknologi; Informationsextraktion; Maskinlärning;

    Abstract : With the advent of social media, our online feeds increasingly consist of short, informal, and unstructured text. This data can be analyzed for the purpose of improving user recommendations and detecting trends. READ MORE

  3. 3. 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

  4. 4. 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

  5. 5. Empirical Study on Quantitative Measurement Methods for Big Image Data : An Experiment using five quantitative methods

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

    Author : Ramya Ramya Sravanam; [2016]
    Keywords : ;

    Abstract : Context. With the increasing demand for image processing applications in multimedia applications, the importance for research on image quality assessment subject has received great interest. READ MORE