Essays about: "Traffic sign detection"

Showing result 1 - 5 of 9 essays containing the words Traffic sign detection.

  1. 1. Traffic Sign Recognition Using Machine Learning

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

    Author : Sharif Sharif; Joanna Lilja; [2020]
    Keywords : Traffic sign detection; Machine Learning; Image Recognition; Object Identification; Igenkänning av trafikskyltar; Maskininlärning; Bildigenkänning; Objektidentifikation;

    Abstract : Computer vision is an area in computer science that attempts to give computers the ability to see and recognise objects using varying sources of input, such as video or pictures. This problem is usually solved by using artificial intelligence (AI) techniques. The most common being deep learning. READ MORE

  3. 2. Real-time Traffic Sign Detection and Classification : Evaluation of Image Processing performed on an FPGA-based platform

    University essay from KTH/Mekatronik

    Author : Rebecca Wikström; [2018]
    Keywords : ;

    Abstract : As a part of the development of autonomous vehicles and advanced driver-assistance systems (ADAS), vision systems are used as a method for collection of extensive data about the surrounding world [1]. This data can thereafter be processed and information can be extracted. READ MORE

  4. 3. On the Construction of an Automatic Traffic Sign Recognition System

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Fredrik Jonsson; [2017]
    Keywords : traffic sign recognition; object detection; image classification; mixture models; Gibbs sampling;

    Abstract : This thesis proposes an automatic road sign recognition system, including all steps from the initial detection of road signs from a digital image to the final recognition step that determines the class of the sign. We develop a Bayesian approach for image segmentation in the detection step using colour information in the HSV (Hue, Saturation and Value) colour space. READ MORE

  5. 4. A Smart-Dashboard : Augmenting safe & smooth driving

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Muhammad Akhlaq; [2010]
    Keywords : Video-Based Advanced Driver Assistance System; Ubiquitous Computing; Smart Systems; Context-Awareness; Ethnography; Advanced Driver Assistance System ADAS ; Middleware; Driver-Centered Design; Image Sensors; Video-Based Analysis; Bird’s-Eye View;

    Abstract : Annually, road accidents cause more than 1.2 million deaths, 50 million injuries, and US$ 518 billion of economic cost globally. About 90% of the accidents occur due to human errors such as bad awareness, distraction, drowsiness, low training, fatigue etc. READ MORE

  6. 5. Evaluation of Red Colour Segmentation Algorithms in Traffic Signs Detection

    University essay from Datateknik

    Author : Sitao Feng; [2010]
    Keywords : Traffic signs; Colour Segmentation; Dynamic Threshold Algorithm; A Modification of de la Escalera’s Algorithm; the Fuzzy Colour Segmentation Algorithm; Shadow and Highlight Invariant Algorithm.;

    Abstract : Colour segmentation is the most commonly used method in road signs detection. Road sign contains several basic colours such as red, yellow, blue and white which depends on countries.The objective of this thesis is to do an evaluation of the four colour segmentation algorithms. READ MORE