Essays about: "image feature extraction"

Showing result 11 - 15 of 101 essays containing the words image feature extraction.

  1. 11. Analyzing different approaches to Visual SLAM in dynamic environments : A comparative study with focus on strengths and weaknesses

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

    Author : Kristín Sól Ólafsdóttir; [2023]
    Keywords : Visual SLAM; RGB-D Vision; Dynamic Objects; Object Detection; Multi-Object Tracking; Image Segmentation; Optical Flow; Visual SLAM; RGB-D Syn; Dynamiska objekt; Objektdetektering; Multi-Objekt Spårning; Bildsegmentation; Optiskt Flöde;

    Abstract : Simultaneous Localization and Mapping (SLAM) is the crucial ability for many autonomous systems to operate in unknown environments. In recent years SLAM development has focused on achieving robustness regarding the challenges the field still faces e.g. dynamic environments. READ MORE

  3. 12. Selective Kernel Network based Crowding Counting and Crowd Density Estimation

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

    Author : Jinchen Liu; [2023]
    Keywords : Crowding Counting; Convolution Neural Network; Selective kernel; Trängselräkning; konvolutionsneuralnätverk; Selektiv kärna;

    Abstract : Managing crowd density has become an immense challenge for public authorities due to population growth and evolving human dynamics. Crowd counting estimates the number of individuals in a given area or scene, making it a practical technique applicable in real-world scenarios such as surveillance and traffic control. READ MORE

  4. 13. Paletto: An Interactive Colour Palette Generator : Facilitating Designers’ Colour Selection Processes

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Rema Salman; [2022]
    Keywords : Colour-palettes design; Colour extraction; Machine-learning; K-means algorithm; Human-computer interaction; Human-automation collaboration; User experience; User engagement.;

    Abstract : Digital growth and the adaption of internet-based solutions, particularly artificial intelligence and machine learning, have dramatically changed the way design is done today. This rapid change in technology has challenged the level of automation, which influences the human-automation interactions with the available colour-design tools (academic and commercial). READ MORE

  5. 14. Image-Text context relation using Machine Learning : Research on performance of different datasets

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

    Author : Yuqi Sun; [2022]
    Keywords : Vision-Language; Representation learning; Bert; Faster R-CNN; Oscar; Datasets; Visual-Language; Representation inlärning; Bert; Faster R-CNN; Oscar; Datamängder;

    Abstract : Based on the progress in Computer Vision and Natural Language Processing fields, Vision-Language (VL) models are designed to process information from images and texts. The thesis focused on the performance of a model, Oscar, on different datasets. READ MORE

  6. 15. FPGA Implementation of the ORB Algorithm

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

    Author : Xinyuan Zhang; Emil Sturk Sellstedt; [2022]
    Keywords : Technology and Engineering;

    Abstract : Image feature extraction has become a key technology in the field of autonomous Artificial Intelligence. The algorithm Oriented FAST and Rotated BRIEF (ORB), uses established technologies in image processing to allow a computer to ”see” and navigate its surroundings. READ MORE