{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:44:03Z","timestamp":1757619843124,"version":"3.44.0"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031789243"},{"type":"electronic","value":"9783031789250"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78925-0_39","type":"book-chapter","created":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T08:08:10Z","timestamp":1753517290000},"page":"393-404","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Spectral and\u00a0Spatial Feature Extraction Techniques for\u00a0Advanced Hyperspectral Image Classification"],"prefix":"10.1007","author":[{"given":"Kesava Sriram","family":"Kothamasu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lekhana","family":"Golla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Priyusha","family":"Kilaru","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suresh","family":"Aala","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sunil","family":"Chinnadurai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,7,27]]},"reference":[{"key":"39_CR1","doi-asserted-by":"crossref","unstructured":"Butt, M.H.F., Ayaz, H., Ahmad, M.: Fast and compact hybrid CNN for hyperspectral imaging-based bloodstain classification. In: Conference: 2022 IEEE Congress on Evolutionary Computation (CEC) (2022)","DOI":"10.1109\/CEC55065.2022.9870277"},{"key":"39_CR2","doi-asserted-by":"crossref","unstructured":"Maryam Imani, Hassan Ghassemian.An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges( Volume:59 July 2020)","DOI":"10.1016\/j.inffus.2020.01.007"},{"key":"39_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.infrared.2020.103296","volume":"107","author":"R Vaddi","year":"2020","unstructured":"Vaddi, R., Manoharan, P.: Hyperspectral image classification using CNN with spectral and spatial features integration. Infrared Phys. Technol. 107, 103296 (2020)","journal-title":"Infrared Phys. Technol."},{"issue":"28","key":"39_CR4","doi-asserted-by":"publisher","first-page":"40871","DOI":"10.1007\/s11042-022-13121-6","volume":"81","author":"L Li","year":"2022","unstructured":"Li, L., Gao, J., Ge, H., Zhang, Y., Zhang, H.: An effective feature extraction method via spectral-spatial filter discrimination analysis for hyperspectral image. Multimedia Tools Appl. 81(28), 40871\u201340904 (2022)","journal-title":"Multimedia Tools Appl."},{"issue":"7","key":"39_CR5","doi-asserted-by":"publisher","first-page":"1667","DOI":"10.1109\/TCYB.2015.2453359","volume":"46","author":"Y Zhou","year":"2015","unstructured":"Zhou, Y., Wei, Y.: Learning hierarchical spectral\u2013spatial features for hyperspectral image classification. IEEE Trans. Cybern. 46(7), 1667\u20131678 (2015)","journal-title":"IEEE Trans. Cybern."},{"key":"39_CR6","doi-asserted-by":"crossref","unstructured":"Xu, Z., Yu, H., Zheng, K., Gao, L., Song, M.: A novel classification framework for hyperspectral image classification based on multiscale spectral-spatial convolutional network. In: 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE (2021)","DOI":"10.1109\/WHISPERS52202.2021.9483998"},{"key":"39_CR7","doi-asserted-by":"crossref","unstructured":"Maffei, A., Haut, J.M., Paoletti, M.E., Plaza, J., Bruzone, L., Plaza, A.: Efficient convolutional neural network for spectral-spatial hyperspectral denoising. In: 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE (2019)","DOI":"10.1109\/WHISPERS.2019.8921236"},{"key":"39_CR8","doi-asserted-by":"crossref","unstructured":"Deshpande, S., Thakur, R., Balamuralidhar, P.: Learning deep spectral features for hyperspectral data using convolution over spectral signature shape. In: 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE (2021)","DOI":"10.1109\/WHISPERS52202.2021.9484018"},{"key":"39_CR9","doi-asserted-by":"crossref","unstructured":"Kaufman, J., Weinheimer, J.J., Celenk, M.: Spatial-spectral feature extraction on hyperspectral imagery. In: 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE (2014)","DOI":"10.1109\/WHISPERS.2014.8077533"},{"key":"39_CR10","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1109\/36.298007","volume":"32","author":"CI Chang","year":"1994","unstructured":"Chang, C.I., et al.: Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach. IEEE Trans. Geosci. Remote Sens. 32, 779\u2013785 (1994)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"9","key":"39_CR11","doi-asserted-by":"publisher","first-page":"7831","DOI":"10.1109\/TGRS.2020.3043267","volume":"59","author":"SK Roy","year":"2020","unstructured":"Roy, S.K., Manna, S., Song, T., Bruzzone, L.: Attention-based adaptive spectral\u2013spatial kernel ResNet for hyperspectral image classification. IEEE Trans. Geosci. Remote Sens. 59(9), 7831\u20137843 (2020)","journal-title":"IEEE Trans. Geosci. Remote Sens."}],"container-title":["Lecture Notes in Networks and Systems","Hybrid Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78925-0_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:52:54Z","timestamp":1757292774000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78925-0_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789243","9783031789250"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78925-0_39","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"27 July 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vilnius","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lithuania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"his2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.mirlabs.net\/his23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}