Essays about: "color self similarity"
Found 3 essays containing the words color self similarity.
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1. Evaluating the effects of data augmentations for specific latent features : Using self-supervised learning
University essay from KTH/Hälsoinformatik och logistikAbstract : Supervised learning requires labeled data which is cumbersome to produce, making it costly and time-consuming. SimCLR is a self-supervising framework that uses data augmentations to learn without labels. This thesis investigates how well cropping and color distorting augmentations work for two datasets, MPI3D and Causal3DIdent. READ MORE
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2. Quality and real-time performance assessment of color-correction methods : A comparison between histogram-based prefiltering and global color transfer
University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologiAbstract : In the field of computer vision and more specifically multi-camera systems color correction is an important topic of discussion. The need for color-tone similarity among multiple images that are used to construct a single scene is self-evident. READ MORE
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3. Color Features for Boosted Pedestrian Detection
University essay from Linköpings universitet/DatorseendeAbstract : 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