{"title":"Effective cross-sensor color constancy using a dual-mapping strategy","authors":"Shuwei Yue and Minchen Wei","doi":"10.1364/josaa.505814","DOIUrl":"https://doi.org/10.1364/josaa.505814","url":null,"abstract":"Deep neural networks (DNNs) have been widely used for illuminant estimation, which commonly requires great efforts to collect sensor-specific data. In this paper, we propose a dual-mapping strategy—the DMCC method. It only requires the white points captured by the training and testing sensors under a D65 condition to reconstruct the image and illuminant data, and then maps the reconstructed image into sparse features. These features, together with the reconstructed illuminants, were used to train a lightweight multi-layer perceptron (MLP) model, which can be directly used to estimate the illuminant for the testing sensor. The proposed model was found to have performance comparable to other state-of-the-art methods, based on the three available datasets. Moreover, the smaller number of parameters, faster speed, and not requiring data collection using the testing sensor make it ready for practical deployment. This paper is an extension of Yue and Wei [<i>Color and Imaging Conference</i> (2023)], with more detailed results, analyses, and discussions.","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139583679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ilaria Erba, M. Buzzelli, Jean-Baptiste Thomas, Jon Y. Hardeberg, Raimondo Schettini
{"title":"Improving RGB illuminant estimation exploitingspectral average radiance","authors":"Ilaria Erba, M. Buzzelli, Jean-Baptiste Thomas, Jon Y. Hardeberg, Raimondo Schettini","doi":"10.1364/josaa.510159","DOIUrl":"https://doi.org/10.1364/josaa.510159","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"58 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139594479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Dumont, Carlos Correia, Jean-Francois Sauvage, Noah Schwartz, Morgan Gray, Jaime Cardoso
{"title":"Phasing segmented telescopes via deep learningmethods: application to a deployable CubeSat","authors":"M. Dumont, Carlos Correia, Jean-Francois Sauvage, Noah Schwartz, Morgan Gray, Jaime Cardoso","doi":"10.1364/josaa.506182","DOIUrl":"https://doi.org/10.1364/josaa.506182","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"115 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139596720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shangen Tang, Lihui Wang, Fengnian Song, Shaoyong Li
{"title":"Dynamic projection mapping for non-planarobjects with a variable focus lens and visualfeedback","authors":"Shangen Tang, Lihui Wang, Fengnian Song, Shaoyong Li","doi":"10.1364/josaa.514287","DOIUrl":"https://doi.org/10.1364/josaa.514287","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"134 35","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139604773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Visions of invisibility in optics: retrospective","authors":"Gregory Gbur","doi":"10.1364/josaa.513961","DOIUrl":"https://doi.org/10.1364/josaa.513961","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"30 26","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139609094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Peiyuan Wang, Shuaikang Fu, P. Jiang, Yan Qin, Jianing Liu, Chaoxiang Wang, chenxi Bai, Huajun Yang
{"title":"A novel dish spliced concentrator with both uniform andfocused performance through variable focal length","authors":"Peiyuan Wang, Shuaikang Fu, P. Jiang, Yan Qin, Jianing Liu, Chaoxiang Wang, chenxi Bai, Huajun Yang","doi":"10.1364/josaa.507913","DOIUrl":"https://doi.org/10.1364/josaa.507913","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"24 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139607937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ariel Fernández, Juan M. Llaguno, Alejandro Silva, Julia Alonso
{"title":"Real-time Phase Retrieval in Division of ApertureMicroscopy with the Transport of IntensityEquation","authors":"Ariel Fernández, Juan M. Llaguno, Alejandro Silva, Julia Alonso","doi":"10.1364/josaa.507385","DOIUrl":"https://doi.org/10.1364/josaa.507385","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"7 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139607613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Improving Energy Efficiency: A Highly Efficient Coaxial Design for Laser Ranging System with Splicing Lens","authors":"Shuixin Pan, Jinlin Cui, Yueqiang Zhang, Biao Hu, Xiaolin Liu, Qi Yu","doi":"10.1364/josaa.511721","DOIUrl":"https://doi.org/10.1364/josaa.511721","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"46 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139608487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiying Liu, ShaoKang Jin, Yunhan Huang, Songkun Liu
{"title":"Design methodology for catadioptric zoompanoramic optical systems based on imageplane bending matched correction","authors":"Zhiying Liu, ShaoKang Jin, Yunhan Huang, Songkun Liu","doi":"10.1364/josaa.515416","DOIUrl":"https://doi.org/10.1364/josaa.515416","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"17 14","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139608247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Real-time binocular visual localization systembased on the improved BGNet stereo matchingframework","authors":"Zanxi Qu, Li Li, Weiqi Jin, Ye Yang","doi":"10.1364/josaa.499820","DOIUrl":"https://doi.org/10.1364/josaa.499820","url":null,"abstract":"","PeriodicalId":501620,"journal":{"name":"Journal of the Optical Society of America A","volume":"41 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139606944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}