Essays about: "object shape recognition"

Showing result 1 - 5 of 22 essays containing the words object shape recognition.

  1. 1. Meta-Pseudo Labelled Multi-View 3D Shape Recognition

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

    Author : Fehmi Ayberk Uçkun; [2023]
    Keywords : 3D shape recognition; 3D object classification; 3D shape retrieval; 3D object retrieval; Automatic labelling; Semi-supervised learning; Pseudo labelling; Meta Pseudo Labelling; Multi-View Convolutional Neural Networks; Shape descriptors; Multi-view representations; Deeplearning; 3D-formigenkänning; 3D-objektklassificering; 3D-formhämtning; Hämtning av 3D-objekt; Automatisk märkning; Halv-vägledd lärning; Pseudomärkning; Meta Pseudo-märkning; Multi-View Faltningsnät; Formbeskrivningar; Multi-view representation; Djupinlärning;

    Abstract : The field of computer vision has long pursued the challenge of understanding the three-dimensional world. This endeavour is further fuelled by the increasing demand for technologies that rely on accurate perception of the 3D environment such as autonomous driving and augmented reality. READ MORE

  3. 2. Are deep video architectures (also) biased toward texture rather than shape?

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

    Author : Boyu Li; [2021]
    Keywords : ;

    Abstract : Convolutional neural networks (CNNs) have achieved high accuracy on several different perceptual tasks, such as object recognition and action recognition. Interpretability is required due to the significant impact of CNNs and the requirement of model improvement. Geirhos et al. READ MORE

  4. 3. Vocabulary Development and Object Shape Recognition in Children with Cochlear Implants

    University essay from Lunds universitet/Logopedi, foniatri och audiologi

    Author : Gazal Sayed; [2020]
    Keywords : Cochlear implants; object shape recognition; vocabulary; longitudinal study; Medicine and Health Sciences;

    Abstract : Purpose: The purpose of the study was to describe vocabulary development in children with cochlear implants (CI) and compare vocabulary development during a period of two to three years after CI activation to that in children with normal hearing. The association between expressive and receptive vocabulary development and object shape recognition is explored. READ MORE

  5. 4. Movement trajectory classification using supervised machine learning

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

    Author : Alex Teatini; [2019]
    Keywords : ;

    Abstract : Anything that moves can be tracked, and hence its trajectory analysed. The trajectory of a moving object can carry a lot of useful information depending on what is sought. In this work, the aim is to exploit machine learning to be able to classify finite trajectories based on their shape. READ MORE

  6. 5. Fractional Fourier Transform and Scaling Problem in Signals and Images

    University essay from Blekinge Tekniska Högskola/Institutionen för tillämpad signalbehandling

    Author : Achyutha Ramarao Maddukuri; [2018]
    Keywords : Dynamic scaling; Fractional Fourier transform; Fourier transform; Pattern recognition; Signal and Image change detection;

    Abstract : Context: We identify a material or thing that can be seen and touched in the world as having structures at both coarser and finer levels of scale. Scaling problem presents in a branch of science concerned with the description, prediction understanding of natural phenomena and visual arts. READ MORE