Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385446408> ?p ?o ?g. }
- W4385446408 endingPage "6845" @default.
- W4385446408 startingPage "6845" @default.
- W4385446408 abstract "Hyperspectral data analysis is being utilized as an effective and compelling tool for image processing, providing unprecedented levels of information and insights for various applications. In this manuscript, we have compiled and presented a comprehensive overview of recent advances in hyperspectral data analysis that can provide assistance for the development of customized techniques for hyperspectral document images. We review the fundamental concepts of hyperspectral imaging, discuss various techniques for data acquisition, and examine state-of-the-art approaches to the preprocessing, feature extraction, and classification of hyperspectral data by taking into consideration the complexities of document images. We also explore the possibility of utilizing hyperspectral imaging for addressing critical challenges in document analysis, including document forgery, ink age estimation, and text extraction from degraded or damaged documents. Finally, we discuss the current limitations of hyperspectral imaging and identify future research directions in this rapidly evolving field. Our review provides a valuable resource for researchers and practitioners working on document image processing and highlights the potential of hyperspectral imaging for addressing complex challenges in this domain." @default.
- W4385446408 created "2023-08-02" @default.
- W4385446408 creator A5058861950 @default.
- W4385446408 creator A5068614901 @default.
- W4385446408 creator A5071991246 @default.
- W4385446408 date "2023-08-01" @default.
- W4385446408 modified "2023-10-16" @default.
- W4385446408 title "Analysis of Hyperspectral Data to Develop an Approach for Document Images" @default.
- W4385446408 cites W1536019064 @default.
- W4385446408 cites W1977791453 @default.
- W4385446408 cites W1997841652 @default.
- W4385446408 cites W2001496821 @default.
- W4385446408 cites W2002524317 @default.
- W4385446408 cites W2012946078 @default.
- W4385446408 cites W2027668293 @default.
- W4385446408 cites W2031253668 @default.
- W4385446408 cites W2039417226 @default.
- W4385446408 cites W2047856763 @default.
- W4385446408 cites W2058144644 @default.
- W4385446408 cites W2059357175 @default.
- W4385446408 cites W2066916495 @default.
- W4385446408 cites W2082464775 @default.
- W4385446408 cites W2086074588 @default.
- W4385446408 cites W2086950197 @default.
- W4385446408 cites W2098136451 @default.
- W4385446408 cites W2098424973 @default.
- W4385446408 cites W2099703033 @default.
- W4385446408 cites W2111822769 @default.
- W4385446408 cites W2114360444 @default.
- W4385446408 cites W2114486983 @default.
- W4385446408 cites W2127062304 @default.
- W4385446408 cites W2127814617 @default.
- W4385446408 cites W2128728535 @default.
- W4385446408 cites W2132638760 @default.
- W4385446408 cites W2149224850 @default.
- W4385446408 cites W2154970996 @default.
- W4385446408 cites W2157321686 @default.
- W4385446408 cites W2163547919 @default.
- W4385446408 cites W2166922611 @default.
- W4385446408 cites W2169210068 @default.
- W4385446408 cites W2170395949 @default.
- W4385446408 cites W2304496602 @default.
- W4385446408 cites W2395448127 @default.
- W4385446408 cites W2493273699 @default.
- W4385446408 cites W2514046700 @default.
- W4385446408 cites W2541546981 @default.
- W4385446408 cites W2546942002 @default.
- W4385446408 cites W2573524522 @default.
- W4385446408 cites W2575560593 @default.
- W4385446408 cites W2588023376 @default.
- W4385446408 cites W2606929568 @default.
- W4385446408 cites W2734846385 @default.
- W4385446408 cites W2735302892 @default.
- W4385446408 cites W2765811365 @default.
- W4385446408 cites W2770967191 @default.
- W4385446408 cites W2790473231 @default.
- W4385446408 cites W2791006446 @default.
- W4385446408 cites W2803552875 @default.
- W4385446408 cites W2811355488 @default.
- W4385446408 cites W2890455271 @default.
- W4385446408 cites W2895861207 @default.
- W4385446408 cites W2897452159 @default.
- W4385446408 cites W2900511962 @default.
- W4385446408 cites W2908117093 @default.
- W4385446408 cites W2908968031 @default.
- W4385446408 cites W2909214391 @default.
- W4385446408 cites W2912961521 @default.
- W4385446408 cites W2914736033 @default.
- W4385446408 cites W2935130647 @default.
- W4385446408 cites W2943270518 @default.
- W4385446408 cites W2944248482 @default.
- W4385446408 cites W2944413439 @default.
- W4385446408 cites W2956367483 @default.
- W4385446408 cites W2963755276 @default.
- W4385446408 cites W2966739747 @default.
- W4385446408 cites W2991616716 @default.
- W4385446408 cites W3004674113 @default.
- W4385446408 cites W3004877455 @default.
- W4385446408 cites W3008897592 @default.
- W4385446408 cites W3011069978 @default.
- W4385446408 cites W3016529590 @default.
- W4385446408 cites W3022086662 @default.
- W4385446408 cites W3037458146 @default.
- W4385446408 cites W3075397214 @default.
- W4385446408 cites W3100011500 @default.
- W4385446408 cites W3101640299 @default.
- W4385446408 cites W3103753223 @default.
- W4385446408 cites W3112209948 @default.
- W4385446408 cites W3131451942 @default.
- W4385446408 cites W3152468234 @default.
- W4385446408 cites W3164816634 @default.
- W4385446408 cites W3199906710 @default.
- W4385446408 cites W4225286361 @default.
- W4385446408 cites W4226070402 @default.
- W4385446408 cites W4233760599 @default.
- W4385446408 cites W4240485910 @default.
- W4385446408 cites W4283315452 @default.
- W4385446408 cites W4285819034 @default.