Essays about: "Machine vision"

Showing result 1 - 5 of 150 essays containing the words Machine vision.

  1. 1. Normalized Convolution Network and Dataset Generation for Refining Stereo Disparity Maps

    University essay from Linköpings universitet/Datorseende; Linköpings universitet/Datorseende

    Author : Daniel Cranston; Filip Skarfelt; [2019]
    Keywords : Disparity Map; Disparity Refinement; Dataset Generation; Neural Network; Normalized Convolution;

    Abstract : Finding disparity maps between stereo images is a well studied topic within computer vision. While both classical and machine learning approaches exist in the literature, they frequently struggle to correctly solve the disparity in regions with low texture, sharp edges or occlusions. READ MORE

  2. 2. 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. 3. The effects of accelerated aging on optical components : Application to vehicle camera systems

    University essay from Linköpings universitet/Institutionen för fysik, kemi och biologi

    Author : Marina Baric; [2019]
    Keywords : Accelerated aging; adhesives; optical focus; tensile strength; Arrhenius; Eyring; Lawson; Peck;

    Abstract : Companies providing products have many requirements, both from standards and customers, that they need to comply with in order to be able to sell their product. Veoneer AB is a leading automotive machine vision supplier, providing mono, stereo, night vision and driver monitoring systems consisting of both electronic, mechanical and optical components. READ MORE

  4. 4. Automated Supply-Chain Quality Inspection Using Image Analysis and Machine Learning

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Yuehan Zhu; [2019]
    Keywords : Image Analysis; Computer vision; OCR; Machine Learning; Neural Networks; LSTM networks;

    Abstract : An image processing method for automatic quality assurance of Ericsson products is developed. The method consists of taking an image of the product, extract the product labels from the image, OCR the product numbers and make a database lookup to match the mounted product with the customer specification. READ MORE

  5. 5. Machine vision for automation of earth-moving machines : Transfer learning experiments with YOLOv3

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Carl Borngrund; [2019]
    Keywords : Machine learning; Machine vision; YOLOv3; You only look once; Computer vision; Real time object detection; Object detection;

    Abstract : This master thesis investigates the possibility to create a machine vision solution for the automation of earth-moving machines. This research was done as without some type of vision system it will not be possible to create a fully autonomous earth moving machine that can safely be used around humans or other machines. READ MORE