Essays about: "haar-like features"

Showing result 1 - 5 of 9 essays containing the words haar-like features.

  1. 1. Synthesizing Training Data for Object Detection Using Generative Adversarial Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Jonathan Astermark; [2018]
    Keywords : Generative Adversarial Networks; Object Detection; Synthetic Training Data; Data Augmentation; Deep Learning; Mathematics and Statistics;

    Abstract : Object detection is an important tool in computer vision and a popular application of machine learning. One of the main challenges in object detection, and machine learning in general, is acquiring sufficient training data. READ MORE

  3. 2. Implementation of an object-detection algorithm on a CPU+GPU target

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Gautier Berthou; [2016]
    Keywords : Object detection; Parallel processing; GPGPU; Haar-like features; Objektdetektering; Parallel bearbetning; GPGPU; Haar-lika egenskaper;

    Abstract : Systems like autonomous vehicles may require real time embedded image processing under hardware constraints. This paper provides directions to design time and resource efficient Haar cascade detection algorithms. It also reviews some software architecture and hardware aspects. READ MORE

  4. 3. Visual Vehicle Identification Using Modern Smart Glasses

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Andreas Malmgren; [2015]
    Keywords : computer vision; haar-like features; ALPR; google glass; cascade classifier; smart glasses;

    Abstract : In recent years wearable devices have been advancing at a rapid pace and one of the largest growing segments is the smart glass segment. In this thesis the feasibility of today’s ARM-based smart glasses are evaluated for automatic license plate recognition (ALPR). READ MORE

  5. 4. Towards a Video Annotation System using Face Recognition

    University essay from Institutionen för datavetenskap

    Author : Lucas Lindström; [2014]
    Keywords : ;

    Abstract : A face recognition software framework was developed to lay the foundation for a future video annotation system. The framework provides a unified and extensible interface to multiple existing implementations of face detection and recognition algorithms from OpenCV and Wawo SDK. READ MORE

  6. 5. Texture Feature Analysis of Breast Lesions in Automated 3D Breast Ultrasound

    University essay from Institutionen för informationsteknologi

    Author : Haixia Liu; [2013]
    Keywords : ;

    Abstract : This thesis investigated a variety of texture features performances  on classifying and detecting breast lesions in automated  3D breast ultrasound (ABUS) images with computer-aided diagnosis and detection  system. Regions detected  by the computer-aided detection  system could be categorized into benign and malignant classes, which are supposed to have different texture features. READ MORE