Essays about: "Poser"

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

  1. 1. Modulating Depth Map Features to Estimate 3D Human Pose via Multi-Task Variational Autoencoders

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

    Author : Kobe Moerman; [2023]
    Keywords : 3D pose estimation; Joint landmarks; Variational autoencoder; Multi-task model; Loss discrimination; Latent-space modulation; Depth map; 3D-positionsuppskattning; Gemensamma landmärken; Variationell autoencoder; Multitask-modell; Förlustdiskriminering; Latent-space-modulering; Djupkarta;

    Abstract : Human pose estimation (HPE) constitutes a fundamental problem within the domain of computer vision, finding applications in diverse fields like motion analysis and human-computer interaction. This paper introduces innovative methodologies aimed at enhancing the accuracy and robustness of 3D joint estimation. READ MORE

  3. 2. Monocular 3D Human Pose Estimation

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

    Author : Robert Rey; [2023]
    Keywords : 3D Human Pose Estimation; Monocular Images; Deep Learning; Artificial Neural Networks; 3D Människokroppspositionsuppskattning; Monokulära bilder; Djupinlärning; Konstgjorda neurala nätverk;

    Abstract : The focus of this work is the task of 3D human pose estimation, more specifically by making use of key points located in single monocular images in order to estimate the location of human body joints in a 3D space. It was done in association with Tracab, a company based in Stockholm, who specialises in advanced sports tracking and analytics solutions. READ MORE

  4. 3. Text-Driven Fashion Image Manipulation with GANs : A case study in full-body human image manipulation in fashion

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

    Author : Reza Dadfar; [2023]
    Keywords : Multimodal fashion image editing; Generative adversarial network inversion; Text-driven image manipulation; TD-GEM; Multimodal modebildredigering; Generativa adverserial Nätverk inversion; Text-driven bildmanipulation; TD-GEM;

    Abstract : Language-based fashion image editing has promising applications in design, sustainability, and art. However, it is considered a challenging problem in computer vision and graphics. The diversity of human poses and the complexity of clothing shapes and textures make the editing problem difficult. READ MORE

  5. 4. Human pose estimation in low-resolution images

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

    Author : Hugo Nilsson; [2022]
    Keywords : Human Pose Estimation; Low-Resolution Images; Heatmap Decoding; Computer Vision; Deep Learning; Mänsklig Poseuppskattning; Lågupplösta Bilder; Färgdiagram Avkodning; Datorseende; Djupinlärning;

    Abstract : This project explores the understudied, yet important, case of human pose estimation in low-resolution images. This is done in the use-case of images with football players of known scale in the image. Human pose estimation can mainly be done in two different ways, the bottom-up method and the top-down method. READ MORE

  6. 5. Social-pose : Human Trajectory Prediction using Input Pose

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

    Author : Yang Gao; [2022]
    Keywords : Humantrajectory prediction; pose; attention mechanism; Mänsklig bana förutsägelse; pose; uppmärksamhet mekanism;

    Abstract : In this work, we study the benefits of predicting human trajectories using human body poses instead of solely their x-y locations in time. We propose ‘Social-pose’, an attention-based pose encoder that encodes the poses of all humans in the scene and their social relations. READ MORE