Essays about: "Computer Vision"

Showing result 1 - 5 of 303 essays containing the words Computer Vision.

  1. 1. Vision based facial emotion detection using deep convolutional neural networks

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Fredrik Julin; [2019]
    Keywords : Computer vision; Deep learning; Convolutional neural network; CNN; Neural network; Machine learning; emotion detection; facial expression recognition; real-time; face detection;

    Abstract : Emotion detection, also known as Facial expression recognition, is the art of mapping an emotion to some sort of input data taken from a human. This is a powerful tool to extract valuable information from individuals which can be used as data for many different purposes, ranging from medical conditions such as depression to customer feedback. READ MORE

  3. 2. Real-time localization of balls and hands in videos of juggling using a convolutional neural network

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

    Author : Rasmus Åkerlund; [2019]
    Keywords : convolutional neural network; real-time object localization; large video dataset; juggling;

    Abstract : Juggling can be both a recreational activity that provides a wide variety of challenges to participants and an art form that can be performed on stage. Non-learning-based computer vision techniques, depth sensors, and accelerometers have been used in the past to augment these activities. READ MORE

  4. 3. Implementation of an 8-bit Dynamic Fixed-Point Convolutional Neural Network for Human Sign Language Recognition on a Xilinx FPGA Board

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

    Author : Ricardo Núñez-Prieto; [2019]
    Keywords : Artificial Intelligence; Computer Vision; Machine Learning; Convolutional Neural Networks; FPGA; Sign Language Recognition; Technology and Engineering;

    Abstract : The goal of this thesis work is to implement a convolutional neural network on an FPGA device with the capability of recognising human sign language. The set of gestures that the neural network can identify has been taken from the Swedish sign language, and it consists of the signs used for representing the letters of the Swedish alphabet (a.k.a. READ MORE

  5. 4. Accurate Tracking by Overlap Maximization

    University essay from Linköpings universitet/Datorseende

    Author : Goutam Bhat; [2019]
    Keywords : Tracking; Accurate Tracking; IoU Prediction; Computer Vision;

    Abstract : Visual object tracking is one of the fundamental problems in computer vision, with a wide number of practical applications in e.g.\ robotics, surveillance etc. Given a video sequence and the target bounding box in the first frame, a tracker is required to find the target in all subsequent frames. READ MORE

  6. 5. Proposal networks in object detection

    University essay from KTH/Matematisk statistik

    Author : Mikael Grossman; [2019]
    Keywords : Deep learning; Machine learning; Computer vision; Applied mathematics; Statistics; Artificial Neural Networks; Object detection; Faster R-CNN; RPN; Proposal Network; Maskininlärning; Neurala nätverk; Objektdetektering; Tillämpad matematik; Matematisk statistik; RPN; Förslags nätverk;

    Abstract : Locating and extracting useful data from images is a task that has been revolutionized in the last decade as computing power has risen to such a level to use deep neural networks with success. A type of neural network that uses the convolutional operation called convolutional neural network (CNN) is suited for image related tasks. READ MORE