Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297997386> ?p ?o ?g. }
- W4297997386 abstract "Abstract Optical device design is typically an iterative optimization process based on a good initial guess from prior reports. Optical properties databases are useful in this process but difficult to compile because their parsing requires finding relevant papers and manually converting graphical emissivity curves to data tables. Here, we present two contributions: one is a dataset of thermal emissivity records with design-related parameters, and the other is a software tool for automated colored curve data extraction from scientific plots. We manually collected 64 papers with 176 figures reporting thermal emissivity and automatically retrieved 153 colored curve data records. The automated figure analysis software pipeline uses Faster R-CNN for axes and legend object detection, EasyOCR for axes numbering recognition, and k-means clustering for colored curve retrieval. Additionally, we manually extracted geometry, materials, and method information from the text to add necessary metadata to each emissivity curve. Finally, we analyzed the dataset to determine the dominant classes of emissivity curves and determine the underlying design parameters leading to a type of emissivity profile." @default.
- W4297997386 created "2022-10-01" @default.
- W4297997386 creator A5014776781 @default.
- W4297997386 creator A5019337682 @default.
- W4297997386 creator A5044835767 @default.
- W4297997386 creator A5053542374 @default.
- W4297997386 creator A5080560042 @default.
- W4297997386 date "2022-09-29" @default.
- W4297997386 modified "2023-10-02" @default.
- W4297997386 title "Optical emissivity dataset of multi-material heterogeneous designs generated with automated figure extraction" @default.
- W4297997386 cites W1490871615 @default.
- W4297997386 cites W1501261314 @default.
- W4297997386 cites W1518857119 @default.
- W4297997386 cites W1527536688 @default.
- W4297997386 cites W1861492603 @default.
- W4297997386 cites W1957291604 @default.
- W4297997386 cites W1963967205 @default.
- W4297997386 cites W1965352382 @default.
- W4297997386 cites W1970141088 @default.
- W4297997386 cites W1970240514 @default.
- W4297997386 cites W1978793797 @default.
- W4297997386 cites W1982638433 @default.
- W4297997386 cites W1988166390 @default.
- W4297997386 cites W1999737983 @default.
- W4297997386 cites W2001547518 @default.
- W4297997386 cites W2003688766 @default.
- W4297997386 cites W2007543420 @default.
- W4297997386 cites W2019037380 @default.
- W4297997386 cites W2026527198 @default.
- W4297997386 cites W2030561710 @default.
- W4297997386 cites W2039335245 @default.
- W4297997386 cites W2040050613 @default.
- W4297997386 cites W2042733837 @default.
- W4297997386 cites W2046401019 @default.
- W4297997386 cites W2049705613 @default.
- W4297997386 cites W2051242708 @default.
- W4297997386 cites W2052932798 @default.
- W4297997386 cites W2055328330 @default.
- W4297997386 cites W2058697199 @default.
- W4297997386 cites W2062164243 @default.
- W4297997386 cites W2064305970 @default.
- W4297997386 cites W2068340649 @default.
- W4297997386 cites W2076426439 @default.
- W4297997386 cites W2076699264 @default.
- W4297997386 cites W2078075228 @default.
- W4297997386 cites W2083792526 @default.
- W4297997386 cites W2090532413 @default.
- W4297997386 cites W2091160126 @default.
- W4297997386 cites W2094324863 @default.
- W4297997386 cites W2102089206 @default.
- W4297997386 cites W2113828460 @default.
- W4297997386 cites W2116932202 @default.
- W4297997386 cites W2124695091 @default.
- W4297997386 cites W2127141656 @default.
- W4297997386 cites W2136621684 @default.
- W4297997386 cites W2136704614 @default.
- W4297997386 cites W2140405352 @default.
- W4297997386 cites W2145023731 @default.
- W4297997386 cites W2155912251 @default.
- W4297997386 cites W2159761487 @default.
- W4297997386 cites W2167648133 @default.
- W4297997386 cites W2194187530 @default.
- W4297997386 cites W2194775991 @default.
- W4297997386 cites W2253160778 @default.
- W4297997386 cites W2271469411 @default.
- W4297997386 cites W2283299965 @default.
- W4297997386 cites W2326731923 @default.
- W4297997386 cites W2482098144 @default.
- W4297997386 cites W2520300089 @default.
- W4297997386 cites W2555379828 @default.
- W4297997386 cites W2557728737 @default.
- W4297997386 cites W2564167531 @default.
- W4297997386 cites W2580767461 @default.
- W4297997386 cites W2581874394 @default.
- W4297997386 cites W2585989228 @default.
- W4297997386 cites W2586297008 @default.
- W4297997386 cites W2608848505 @default.
- W4297997386 cites W2728917325 @default.
- W4297997386 cites W2753347580 @default.
- W4297997386 cites W2766362701 @default.
- W4297997386 cites W2772089359 @default.
- W4297997386 cites W2786999795 @default.
- W4297997386 cites W2789090753 @default.
- W4297997386 cites W2799684156 @default.
- W4297997386 cites W2807012697 @default.
- W4297997386 cites W2891094470 @default.
- W4297997386 cites W2894499460 @default.
- W4297997386 cites W2903970061 @default.
- W4297997386 cites W2904540326 @default.
- W4297997386 cites W2908989331 @default.
- W4297997386 cites W2914754295 @default.
- W4297997386 cites W2919929837 @default.
- W4297997386 cites W2948233954 @default.
- W4297997386 cites W2964350391 @default.
- W4297997386 cites W2964864162 @default.
- W4297997386 cites W2967615747 @default.
- W4297997386 cites W2980932864 @default.
- W4297997386 cites W2999861234 @default.
- W4297997386 cites W3004846386 @default.
- W4297997386 cites W3022311997 @default.