Essays about: "Caltech pedestrian dataset"

Found 4 essays containing the words Caltech pedestrian dataset.

  1. 1. Impact of Video Compression on the Performance of Object Detection Algorithms in Automotive Applications

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

    Author : Kristian Kajak; [2020]
    Keywords : ;

    Abstract : The aim of this study is to generally expose the impact of using video compression methods on the performance accuracy of a neural network-based pedestrian detection system. Moreover, the emphasis is on investigating the consequences of using both compressed training and testing images with such neural network applications. READ MORE

  3. 2. Pedestrian Detection Using Convolutional Neural Networks

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

    Author : David Molin; [2015]
    Keywords : Convolutional neural network; pedestrian detection; Caltech pedestrian dataset;

    Abstract : Pedestrian detection is an important field with applications in active safety systems for cars as well as autonomous driving. Since autonomous driving and active safety are becoming technically feasible now the interest for these applications has dramatically increased. READ MORE

  4. 3. Color Features for Boosted Pedestrian Detection

    University essay from Linköpings universitet/Datorseende

    Author : Niklas Hansson; [2015]
    Keywords : Pedestrian detection; boosting; color self similarity; color features;

    Abstract : The car has increasingly become more and more intelligent throughout the years. Today's radar and vision based safety systems can warn a driver and brake the vehicle automatically if obstacles are detected. Research projects such as the Google Car have even succeeded in creating fully autonomous cars. READ MORE

  5. 4. Multipart person detection for video surveillanceapplications

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

    Author : BERTRAND MERMET; [2014]
    Keywords : ;

    Abstract : CEA LIST is a research institute aiming at developing new and innovative technologies in several domains such as interactive systems, embedded systems and signal processing,it works in close collaboration with industrial partners to provide them with solutions matching their technological needs. In this thesis we describe how we integrated a persondetection module in the institute’s C++ library. READ MORE