Essays about: "Human Pose Estimation"

Showing result 1 - 5 of 22 essays containing the words Human Pose Estimation.

  1. 1. 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

  2. 2. Designing for Body Awareness : Exploring the Interaction Between Screen and Participant in Pre-Recorded Online Workouts

    University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

    Author : Karin Ollermark; [2022]
    Keywords : Interaction design; body awareness; kinaesthetics; online workouts; movement interaction;

    Abstract : This thesis explores how we might design the interaction between the screen and participant in a pre-recorded online workout to enhance body awareness. This thesis uses a user-centred design approach combined with autoethnographic research to address the challenges of pre-recorded video workouts. READ MORE

  3. 3. Evaluation of 3D motion capture data from a deep neural network combined with a biomechanical model

    University essay from Linköpings universitet/Institutionen för medicinsk teknik; Linköpings universitet/Institutionen för medicinsk teknik

    Author : Anna Rydén; Amanda Martinsson; [2021]
    Keywords : Human pose estimation; motion capture; deep neural network; CNN; MargiPose; biomechanical modelling; AnyBody modelling system;

    Abstract : Motion capture has in recent years grown in interest in many fields from both game industry to sport analysis. The need of reflective markers and expensive multi-camera systems limits the business since they are costly and time-consuming. READ MORE

  4. 4. Unsupervised 3D Human Pose Estimation

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

    Author : Sri Datta Budaraju; [2021]
    Keywords : Computer Vision; Projective Geometry; Deep Learning; Unsupervised Learning; 3D Human Pose Estimation; GAN; AutoEncoder; Hybrid Generative Model; Self Supervision;

    Abstract : The thesis proposes an unsupervised representation learning method to predict 3D human pose from a 2D skeleton via a VAEGAN (Variational Autoencoder Generative Adversarial Network) hybrid network. The method learns to lift poses from 2D to 3D using selfsupervision and adversarial learning techniques. READ MORE

  5. 5. Low latency object detection on the Edge-cloud AprilTag-assisted object detection and positioning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Dong Wang; [2021]
    Keywords : ;

    Abstract : This study proposes a low-latency video processing pipeline for object detection and positioning. The pipeline employs GPU-based inferenceframeworks and lightweight models for fast detection. READ MORE