<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "On Creating Reference Data for Performance Analysis in Image Processing"^^ . "This thesis investigates methods for the creation of reference datasets for image processing,\r\nespecially for the dense correspondence problem.\r\nThree types of reference data can be identified: Real datasets with dense ground truth,\r\nreal datasets with sparse or missing ground truth and synthetic datasets.\r\nFor the creation of real datasets with ground truth a existing method based on depth\r\nmap fusion was evaluated. The described method is especially suited for creating large\r\namounts of reference data with known accuracy.\r\nThe creation of reference datasets with missing ground truth was examined on the\r\nexample of multiple datasets for the automotive industry. The data was used succesfully\r\nfor verification and evaluation by multiple image processing projects.\r\nFinally, it was investigated how methods from computer graphics can be used for\r\ncreating synthetic reference datasets. Especially the creation of photorealistic image\r\nsequences using global illumination has been examined for the task of evaluating\r\nalgorithms. The results show that while such sequences can be used for evaluation,\r\ntheir creation is hindered by practicallity problems. As an application example, a new\r\nsimulation method for Time-of-Flight depth cameras which can simulate all relevant\r\nerror sources of these systems was developed."^^ . "2014" . . . . . . . "Stephan Nicolas Robert"^^ . "Meister"^^ . "Stephan Nicolas Robert Meister"^^ . . . . . . "On Creating Reference Data for Performance Analysis in Image Processing (PDF)"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing.pdf"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing (Other)"^^ . . . . . . "preview.jpg"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing (Other)"^^ . . . . . . "medium.jpg"^^ . . . "On Creating Reference Data for Performance Analysis in Image Processing (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #16193 \n\nOn Creating Reference Data for Performance Analysis in Image Processing\n\n" . "text/html" . . . "500 Naturwissenschaften und Mathematik"@de . "500 Natural sciences and mathematics"@en . .