{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:40:52Z","timestamp":1742996452727,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030033347"},{"type":"electronic","value":"9783030033354"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-030-03335-4_33","type":"book-chapter","created":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T12:14:02Z","timestamp":1541074442000},"page":"381-391","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Shallow ResNet with Layer Enhancement for Image-Based Particle Pollution Estimation"],"prefix":"10.1007","author":[{"given":"Wenwen","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qirong","family":"Bo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yixuan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bo","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,11,2]]},"reference":[{"issue":"6","key":"33_CR1","first-page":"709","volume":"56","author":"J Chow","year":"2006","unstructured":"Chow, J., et al.: Health effects of fine particulate air pollution: lines that connect. Air Repair 56(6), 709 (2006)","journal-title":"Air Repair"},{"issue":"10","key":"33_CR2","first-page":"1238","volume":"291","author":"JM Mcginnis","year":"1993","unstructured":"Mcginnis, J.M., Foege, W.H.: Actual causes of death in the United States. JAMA, J. Am. Med. Assoc. 291(10), 1238\u20131245 (1993)","journal-title":"JAMA, J. Am. Med. Assoc."},{"key":"33_CR3","doi-asserted-by":"crossref","unstructured":"Li, Y., Huang, J., Luo, J.: Using user generated online photos to estimate and monitor air pollution in major cities. In: International Conference on Internet Multimedia Computing and Service (2015)","DOI":"10.1145\/2808492.2808564"},{"issue":"6","key":"33_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4172\/jcsb.1000161","volume":"7","author":"J Mao","year":"2014","unstructured":"Mao, J.: Detecting foggy images and estimating the haze degree factor. J. Comput. Sci. Syst. Biol. 7(6), 1 (2014)","journal-title":"J. Comput. Sci. Syst. Biol."},{"issue":"2","key":"33_CR5","doi-asserted-by":"publisher","first-page":"e0145955","DOI":"10.1371\/journal.pone.0145955","volume":"11","author":"C Liu","year":"2016","unstructured":"Liu, C., et al.: Particle pollution estimation based on image analysis. PLoS ONE 11(2), e0145955 (2016)","journal-title":"PLoS ONE"},{"key":"33_CR6","doi-asserted-by":"crossref","unstructured":"Zhang, C., et al.: On estimating air pollution from photos using convolutional neural network. In: ACM on Multimedia Conference (2016)","DOI":"10.1145\/2964284.2967230"},{"key":"33_CR7","doi-asserted-by":"crossref","unstructured":"Chakma, A., Vizena, B., Cao, T., Lin, J., Zhang, J.: Image-based air quality analysis using deep convolutional neural network. In: IEEE International Conference on Image Processing (2017)","DOI":"10.1109\/ICIP.2017.8297023"},{"key":"33_CR8","doi-asserted-by":"crossref","unstructured":"Bo, Q., Yang, W., Rijal, N., Xie, Y., Feng, J., Zhang, J.: Particle pollution estimation from images using convolutional neural network and weather feature. In: IEEE International Conference on Image Processing (2018)","DOI":"10.1109\/ICIP.2018.8451306"},{"issue":"4","key":"33_CR9","doi-asserted-by":"publisher","first-page":"640","DOI":"10.1109\/TPAMI.2016.2572683","volume":"39","author":"E Shelhamer","year":"2014","unstructured":"Shelhamer, E., Long, J., Darrell, T.: Fully convolutional networks for semantic segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(4), 640\u2013651 (2014)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"33_CR10","doi-asserted-by":"crossref","unstructured":"Szegedy, C., et al.: Rethinking the inception architecture for computer vision, pp. 2818\u20132826 (2015). Computer Science","DOI":"10.1109\/CVPR.2016.308"},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"He, K., et al.: Deep residual learning for image recognition, pp. 770\u2013778 (2015)","DOI":"10.1109\/CVPR.2016.90"},{"key":"33_CR12","unstructured":"Andrychowicz, M., Kurach, K.: Learning efficient algorithms with hierarchical attentive memory (2016)"},{"key":"33_CR13","unstructured":"Vaswani, A., et al.: Attention is all you need (2017)"},{"key":"33_CR14","unstructured":"https:\/\/goo.gl\/F1tkM4"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-03335-4_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T01:07:57Z","timestamp":1698800877000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-03335-4_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030033347","9783030033354"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-03335-4_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"2 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PRCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chinese Conference on Pattern Recognition and Computer Vision  (PRCV)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guangzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ccprcv2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/prcv.qyhw.net.cn\/?lang=en&meeting_id=255","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}