Essays about: "RGB-D-kamera"

Found 5 essays containing the word RGB-D-kamera.

  1. 1. RGB-D Deep Learning keypoints and descriptors extraction Network for feature-based Visual Odometry systems

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

    Author : Federico Bennasciutti; [2022]
    Keywords : DeepLearning; Visual Odometry; Computer Vision; RGB-D Camera; Feature Extraction; Interest Point Extraction; Djupinlärning; Visuell Odometri; Datorseende; RGB-D-kamera; Nyckelpunkter; Detektion;

    Abstract : Feature extractors in Visual Odometry pipelines rarely exploit depth signals, even though depth sensors and RGB-D cameras are commonly used in later stages of Visual Odometry systems. Nonetheless, depth sensors from RGB-D cameras function even with no external light and can provide feature extractors with additional structural information otherwise invisible in RGB images. READ MORE

  2. 2. Robust Registration of ToF and RGB-D Camera Point Clouds

    University essay from KTH/Fastigheter och byggande

    Author : Shuo Chen; [2021]
    Keywords : Robustness; Estimator; Feature extraction; RANSAC; BLAVE; M-estimator; ToF; RGB-D; Robusthet; Uppskattare; Särdragsextraktion; RANSAC; BLAVE; M-uppskattare; ToF; RGB-D;

    Abstract : This thesis presents a comparison of M-estimator, BLAVE, and RANSAC method in point clouds registration. The comparison is performed empirically by applying all the estimators on a simulated data added with noise plus gross errors, ToF data and RGB-D data. The RANSAC method is the fastest and most robust estimator from the comparison. READ MORE

  3. 3. Extracting contact surfaces from point-cloud data for autonomous placing of rigid objects

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

    Author : Carolina Bianchi; [2020]
    Keywords : ;

    Abstract : Nowadays, thousands of humanworkers engage daily in non-creative and physically demanding tasks such as order-picking-and-placing. This task consists of collecting different goods from warehouse shelves and placing them in a container to fulfill an order. READ MORE

  4. 4. Visual Odometry for Autonomous MAV with On-Board Processing

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Jacob Greenberg; [2015]
    Keywords : MAV; Visual Odometry; AICK;

    Abstract : A new visual registration algorithm (Adaptive Iterative Closest Keypoint, AICK) is tested and evaluated as a positioning tool on a Micro Aerial Vehicle (MAV). Captured frames from a Kinect like RGB-D camera are analyzed and an estimated position of the MAV is extracted. The hope is to find a positioning solution for GPS-denied environments. READ MORE

  5. 5. Multiple Session 3D Reconstruction using RGB-D Cameras

    University essay from Linköpings universitet/Datorseende; Linköpings universitet/Tekniska högskolan

    Author : Nikolaus Widebäck West; [2014]
    Keywords : 3D-Reconstruction; SLAM; RGB-D; 3D-Keypoints; Registration;

    Abstract : In this thesis we study the problem of multi-session dense rgb-d slam for 3D reconstruc- tion. Multi-session reconstruction can allow users to capture parts of an object that could not easily be captured in one session, due for instance to poor accessibility or user mistakes. READ MORE