Sökning: "Event-based vision"

Visar resultat 1 - 5 av 10 uppsatser innehållade orden Event-based vision.

  1. 1. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Cina Arjmand; [2023]
    Nyckelord :Artifical Intelligence; Machine Learning; Neuromorphic Engineering; Computer Vision; Technology and Engineering;

    Sammanfattning : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. LÄS MER

  3. 2. The development of a Hardware-in-the-Loop test setup for event-based vision near-space space objects.

    Master-uppsats, Luleå tekniska universitet/Rymdteknik

    Författare :Rik van den Boogaard; [2023]
    Nyckelord :Camera optics; Event-based camera; HASTE; Hardware-in-the-Loop testbench; Harris corners; KLT; Asteroid; Frame-based camera; Near-space objects; Planetary exploration; Space-simulated conditions;

    Sammanfattning : The purpose of this thesis work was to develop a Hardware-in-the-Loop imaging setup that enables experimenting with an event-based and frame-based camera under simulated space conditions. The generated data sets were used to compare visual navigation algorithms in terms of an event-based and frame-based feature detection and tracking algorithm. LÄS MER

  4. 3. An automatic timestamp detection technique using vision system

    Magister-uppsats, Högskolan i Gävle/Avdelningen för elektroteknik, matematik och naturvetenskap

    Författare :Nusyba Yesmin; [2023]
    Nyckelord :Machine Vision; ibaVision; Timestamp detection;

    Sammanfattning : As a part of the manufacturing process at the forging shop of Alleima AB in Sandviken, materials are heated in a furnace and then quenched in a quench tank. A temperature sensor in the outlet of the tank indicates the time when the temperature rises inside the quench tank. LÄS MER

  5. 4. Analysing the Energy Efficiency of Training Spiking Neural Networks

    Kandidat-uppsats, KTH/Datavetenskap

    Författare :Richard Liu; Fredrik Bixo; [2022]
    Nyckelord :Spiking Neural Networks; SNN; SLAYER; SRM; Energy consumption; Efficiency; DVS; Event Based Vision; Spikande neuronnät; SNN; SLAYER; SRM; Energikonsumption; Effektivitet; DVS; Event Based Vision;

    Sammanfattning : Neural networks have become increasingly adopted in society over the last few years. As neural networks consume a lot of energy to train, reducing the energy consumption of these networks is desirable from an environmental perspective. LÄS MER

  7. 5. A Study of Accumulation Times in Translation from Event Streams to Video for the Purpose of Lip Reading

    Kandidat-uppsats, KTH/Datavetenskap

    Författare :Didrik Munther; David Puustinen; [2022]
    Nyckelord :Lip-Reading; ANN; Event-based Cameras; Läppläsning; ANN; Eventbaserade kameror;

    Sammanfattning : Visually extracting textual context from lips consists of pattern matching which results in a frequent use of machine learning approaches for the task of classification. Previous research has consisted of mostly audiovisual (multi modal) approaches and conventional cameras. LÄS MER