Essays about: "RGB-camera"

Showing result 1 - 5 of 14 essays containing the word RGB-camera.

  1. 1. Scene Reconstruction From 4D Radar Data with GAN and Diffusion : A Hybrid Method Combining GAN and Diffusion for Generating Video Frames from 4D Radar Data

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

    Author : Alexandr Djadkin; [2023]
    Keywords : Deep generative models; Generative adversarial networks; Diffusion models; GAN; DGM; 4D imaging radar; Djupa generativa modeller; Generativa antagonistiska nätverk; Diffusionsmodeller; GAN; DGM; 4D-bildradar;

    Abstract : 4D Imaging Radar is increasingly becoming a critical component in various industries due to beamforming technology and hardware advancements. However, it does not replace visual data in the form of 2D images captured by an RGB camera. READ MORE

  3. 2. Automatic Man Overboard Detection with an RGB Camera : Using convolutional neural networks

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : William Bergekrans; [2022]
    Keywords : man overboard; object detection; computer vision; man overboard dataset;

    Abstract : Man overboard is one of the most common and dangerous accidents that can occur whentraveling on a boat. Available research on man overboard systems with cameras have focusedon man overboard taking place from larger ships, which involves a fall from a height. READ MORE

  4. 3. Collision Avoidance for Complex and Dynamic Obstacles : A study for warehouse safety

    University essay from Linköpings universitet/Reglerteknik

    Author : Sandra Ljungberg; Ester Brandås; [2022]
    Keywords : Object Detection; Object Tracking; Obstacle Avoidance; Collision Avoidance; Automated Guided Vehicle;

    Abstract : Today a group of automated guided vehicles at Toyota Material Handling Manufacturing Sweden detect and avoid objects primarily by using 2D-LiDAR, with shortcomings being the limitation of only scanning the area in a 2D plane and missing objects close to the ground. Several dynamic obstacles exist in the environment of the vehicles. READ MORE

  5. 4. Safe Reinforcement Learning for Human-Robot Collaboration : Shielding of a Robotic Local Planner in an Autonomous Warehouse Scenario

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

    Author : Lukas Vordemann; [2022]
    Keywords : Human-Robot Collaboration; Safe Reinforcement Learning; Shielding; Risk Management; Autonomous Warehouse; Människa-Robot Samarbete; Säker Förstärkningsinlärning; Avskärmning; Riskhantering; Autonomt Lager;

    Abstract : Reinforcement Learning (RL) is popular to solve complex tasks in robotics, but using it in scenarios where humans collaborate closely with robots can lead to hazardous situations. In an autonomous warehouse, mobile robotic units share the workspace with human workers which can lead to collisions, because the positions of humans or non-static obstacles are not known by the robot. READ MORE

  6. 5. Efficient Recycling Of Non-Ferrous Materials Using Cross-Modal Knowledge Distillation

    University essay from Linköpings universitet/Datorseende

    Author : Sebastian Brundin; Adam Gräns; [2021]
    Keywords : Recycling; Ferrous; Non-Ferrous; Knowledge Distillation; Hallucinogenic; Hyperspectral; HSI ;

    Abstract : This thesis investigates the possibility of utilizing data from multiple modalities to enable an automated recycling system to separate ferrous from non-ferrous debris. The two methods sensor fusion and hallucinogenic sensor fusion were implemented in a four-step approach of deep CNNs. READ MORE