Essays about: "edge detection thesis"

Showing result 1 - 5 of 38 essays containing the words edge detection thesis.

  1. 1. Data Driven Anomaly Control Detection for Railway Propulsion Control Systems

    University essay from Mälardalens högskola/Inbyggda system; Mälardalens högskola/Inbyggda system

    Author : Dzenita Skulj; Ajna Hodzic; [2020]
    Keywords : ;

    Abstract : The popularity of railway transportation has been on the rise over the past decades, as it has been able to provide safe, reliable, and highly available service. The main challenge within this domain is to reduce the costs of preventive maintenance and improve operational efficiency. READ MORE

  2. 2. Implementation of a Deep Learning Inference Accelerator on the FPGA.

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

    Author : Shenbagaraman Ramakrishnan; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

  3. 3. FPGA Based Lane Tracking system for Autonomous Vehicles

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

    Author : Rohith Raj Ram Prakash; [2020]
    Keywords : Autonomous drive; Image processing; FPGA; Sobel Edge detector; Hough Transform.; Autonoma enheter; Bildbehandling; FPGA; Sobel Edge Detector; Hough Transform.;

    Abstract : The application of Image Processing to Autonomous driving has drawn significant attention in recently. However, the demanding nature of the image processing algorithms conveys a considerable burden to any conventional realtime implementation. READ MORE

  4. 4. Anomaly Detection in Industrial Networks using a Resource-Constrained Edge Device

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Anton Eliasson; [2019]
    Keywords : Machine learning; Anomaly detection; Industrial networks; Profinet; Edge computing; Edge;

    Abstract : The detection of false data-injection attacks in industrial networks is a growing challenge in the industry because it requires knowledge of application and protocol specific behaviors. Profinet is a common communication standard currently used in the industry, which has the potential to encounter this type of attack. READ MORE

  5. 5. Real-time object detection for autonomous vehicles using deep learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Roger Kalliomäki; [2019]
    Keywords : ;

    Abstract : Self-driving systems are commonly categorized into three subsystems: perception, planning, and control. In this thesis, the perception problem is studied in the context of real-time object detection for autonomous vehicles. READ MORE