{"id":68,"date":"2014-02-12T11:30:24","date_gmt":"2014-02-12T13:30:24","guid":{"rendered":"http:\/\/sites.usp.br\/synestechai\/?page_id=68"},"modified":"2024-05-02T08:44:05","modified_gmt":"2024-05-02T10:44:05","slug":"opportunities","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/synestechai\/opportunities\/","title":{"rendered":"Opportunities"},"content":{"rendered":"<h2><b>Postdoctoral Scholarship Job Posting &#8211; USP\u00a0 &#8211; <\/b><b>Multimodal Urban Sensing<\/b><\/h2>\n<p><b>University of S\u00e3o Paulo (USP) &#8211; <a href=\"https:\/\/sites.usp.br\/synestechai\/\">Synestech.AI<\/a>\u00a0<\/b><\/p>\n\r\n\t<div class=\"slideshow_container slideshow_container_style-light\" style=\"height: 292px; \" data-slideshow-id=\"233\" data-style-name=\"style-light\" data-style-version=\"2.3.1\" >\r\n\r\n\t\t\t\t\t<div class=\"slideshow_loading_icon\"><\/div>\r\n\t\t\r\n\t\t<div class=\"slideshow_content\" style=\"display: none;\">\r\n\r\n\t\t\t<div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240423_150506794-scaled.jpg\" alt=\"IMG_20240423_150506794\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240423_150506794<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240314_094301235_HDR-scaled.jpg\" alt=\"IMG_20240314_094301235_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240314_094301235_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/20221031_122745-scaled.jpg\" alt=\"20221031_122745\" width=\"2560\" height=\"1211\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">20221031_122745<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/20230410_155451-scaled.jpg\" alt=\"20230410_155451\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">20230410_155451<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240423_150444905_HDR-scaled.jpg\" alt=\"IMG_20240423_150444905_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240423_150444905_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240314_094305533_HDR-1-scaled.jpg\" alt=\"IMG_20240314_094305533_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240314_094305533_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2025\/01\/Captura-de-Tela-2025-01-31-as-10.46.13.png\" alt=\"Captura de Tela 2025-01-31 a\u0300s 10.46.13\" width=\"2076\" height=\"1184\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">Captura de Tela 2025-01-31 a\u0300s 10.46.13<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2025\/01\/Captura-de-Tela-2025-01-31-as-10.45.21.png\" alt=\"Captura de Tela 2025-01-31 a\u0300s 10.45.21\" width=\"1838\" height=\"978\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">Captura de Tela 2025-01-31 a\u0300s 10.45.21<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/20221031_122745-scaled.jpg\" alt=\"20221031_122745\" width=\"2560\" height=\"1211\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">20221031_122745<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/20230410_155451-scaled.jpg\" alt=\"20230410_155451\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">20230410_155451<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/20231003_094357-scaled.jpg\" alt=\"20231003_094357\" width=\"2560\" height=\"1213\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">20231003_094357<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240314_094301235_HDR-scaled.jpg\" alt=\"IMG_20240314_094301235_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240314_094301235_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240403_084842372_HDR-scaled.jpg\" alt=\"IMG_20240403_084842372_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240403_084842372_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240405_093227699_HDR-scaled.jpg\" alt=\"IMG_20240405_093227699_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240405_093227699_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240423_150444905_HDR-scaled.jpg\" alt=\"IMG_20240423_150444905_HDR\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240423_150444905_HDR<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div><div class=\"slideshow_view\">\r\n\t\t\t\t<div class=\"slideshow_slide slideshow_slide_image\">\r\n\t\t\t\t\t\t\t\t\t\t\t<img src=\"https:\/\/sites.usp.br\/synestechai\/wp-content\/uploads\/sites\/1445\/2024\/05\/IMG_20240423_150506794-scaled.jpg\" alt=\"IMG_20240423_150506794\" width=\"2560\" height=\"1440\" \/>\r\n\t\t\t\t\t\t\t\t\t\t<div class=\"slideshow_description_box slideshow_transparent\">\r\n\t\t\t\t\t\t<div class=\"slideshow_title\">IMG_20240423_150506794<\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<div style=\"clear: both;\"><\/div><\/div>\r\n\t\t<\/div>\r\n\r\n\t\t<div class=\"slideshow_controlPanel slideshow_transparent\" style=\"display: none;\"><ul><li class=\"slideshow_togglePlay\" data-play-text=\"Play\" data-pause-text=\"Pause\"><\/li><\/ul><\/div>\r\n\r\n\t\t<div class=\"slideshow_button slideshow_previous slideshow_transparent\" role=\"button\" data-previous-text=\"Previous\" style=\"display: none;\"><\/div>\r\n\t\t<div class=\"slideshow_button slideshow_next slideshow_transparent\" role=\"button\" data-next-text=\"Next\" style=\"display: none;\"><\/div>\r\n\r\n\t\t<div class=\"slideshow_pagination\" style=\"display: none;\" data-go-to-text=\"Go to slide\"><div class=\"slideshow_pagination_center\"><\/div><\/div>\r\n\r\n\t\t<!-- WordPress Slideshow Version 2.3.1 -->\r\n\r\n\t\t\t<\/div>\r\n\r\n\n<p>&#8212;<\/p>\n<p><b>Project Title:<\/b><span style=\"font-weight: 400;\"> Multimodal Urban Sensing<\/span><\/p>\n<p><b>Start Date:<\/b><span style=\"font-weight: 400;\"> July 2024<\/span><\/p>\n<p><b>Supervisor:<\/b><span style=\"font-weight: 400;\"> Dr. Roberto M. Cesar Jr.<\/span><\/p>\n<p><b>Project Summary:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Urban environments are brimming with data captured by an ever-expanding array of multimodal sensors. Cameras, LiDAR, microphones, and environmental sensors paint a rich picture of city dynamics. This project fuses this diverse data using machine learning to gain a deeper understanding of urban life. We explore applications in areas like traffic management, public safety, environmental monitoring, and urban planning.<\/span><\/p>\n<p><b>Specific Research Areas:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Develop computer vision algorithms to analyze public datasets (e.g., <\/span><a href=\"https:\/\/sites.usp.br\/sideseeing\/\"><span style=\"font-weight: 400;\">SideSeeing<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/ultraviolet.library.nyu.edu\/records\/q1byv-qc065\"><span style=\"font-weight: 400;\">StreetAware<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Implement edge computer vision for real-time analysis on sensor hardware.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Design privacy-preserving solutions like anonymization and federated learning.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Develop strategies for multimodal data acquisition at specific locations (e.g., bus stops).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Craft methods to extract insights and identify critical events from sensor data.<\/span><\/li>\n<\/ul>\n<p><b>Candidate Qualifications:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">PhD in Computer Science, Engineering, Physics, Math, or a related field.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Strong background in mathematical modeling and programming.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Research experience and publications in image processing, computer vision, machine learning, natural language processing or other AI fields.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Excellent English communication skills (written and oral).<\/span><\/li>\n<\/ul>\n<p><b>About the Fellowship:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The selected candidate will receive a FAPESP fellowship with potential benefits including:<\/span><\/p>\n<ul>\n<li aria-level=\"1\">Part of the FAPESP Thematic Project <a href=\"https:\/\/bv.fapesp.br\/en\/auxilios\/113488\/learning-context-rich-representations-for-computer-vision\/\">Learning context rich representations for computer vision<\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Initial funding for 2 years<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Annual fellowship of R$110K<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Overhead for travel expenses (conferences)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Moving assistance (including flight tickets to S\u00e3o Paulo)<\/span><\/li>\n<\/ul>\n<p><b>More information on FAPESP:<\/b><a href=\"http:\/\/www.fapesp.br\/en\/5427\"> <span style=\"font-weight: 400;\">http:\/\/www.fapesp.br\/en\/5427<\/span><\/a><\/p>\n<p><b>About USP:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The University of S\u00e3o Paulo, a prestigious institution and top-ranked university in Latin America, boasts a Computer Vision Group at IME-USP with over 20 years of experience in machine learning research and strong international collaborations.<\/span><\/p>\n<p><b>Application Process:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Please submit the following documents to <\/span><span style=\"font-weight: 400;\">thematic.data.science.usp@gmail.com<\/span><span style=\"font-weight: 400;\"> with the subject line &#8220;Application to Postdoctoral Scholarship on Multimodal Urban Sensing&#8221;:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Curriculum Vitae<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Link to ORCID, Google Scholar, or ResearcherID<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Summary of doctoral thesis and other relevant works<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Two recommendation letters<\/span><\/li>\n<\/ul>\n<p><b>Application Deadline:<\/b><span style=\"font-weight: 400;\"> June 10th, 2024<\/span><\/p>\n<p><b>References related to the project<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Devlin, J., Chang, M. W., Lee, K., &amp; Toutanova, K. (2018). Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Hosseini, M., Sevtsuk, A., Miranda, F., Cesar Jr, R. M., &amp; Silva, C. T. (2023). Mapping the walk: A scalable computer vision approach for generating sidewalk network datasets from aerial imagery. Computers, Environment and Urban Systems, 101, 101950.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Li, C., Jiang, X., Jiang, H., Sha, Q., Li, X., Jia, G., &#8230; &amp; Zheng, J. (2022). Environmental Controls to Soil Heavy Metal Pollution Vary at Multiple Scales in a Highly Urbanizing Region in Southern China. Sensors, 22(12), 4496.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Liu, Y., Zhang, Y., Wang, Y., Hou, F., Yuan, J., Tian, J., &#8230; &amp; He, Z. (2023). A survey of visual transformers. IEEE Transactions on Neural Networks and Learning Systems.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Piadyk, Y., Rulff, J., Brewer, E., Hosseini, M., Ozbay, K., Sankaradas, M., &#8230; &amp; Silva, C. (2023). StreetAware: A High-Resolution Synchronized Multimodal Urban Scene Dataset. Sensors, 23(7), 3710.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Silva, C. T., Freire, J., Miranda, F., Lage, M., Doraiswamy, H., Hosseini, M., &#8230; &amp; Cesar Jr, R. M. (2019). Integrated Analytics and Visualization for Multi-modality Transportation Data.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Tokuda, E. K., de Arruda, H. F., Domingues, G. S., Costa, L. D. F., Shibata, F. A., Cesar-Jr, R. M., &amp; Comin, C. H. (2023). Estimating the effects of urban green regions in terms of diffusion. Environment and Planning B: Urban Analytics and City Science, 50(4), 1023-1038.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Yu, M., Chen, X., Zhang, W., &amp; Liu, Y. (2022). AGs-Unet: Building Extraction Model for High Resolution Remote Sensing Images Based on Attention Gates U Network. Sensors, 22(8), 2932.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Zaitunah, A., Silitonga, A. F., &amp; Syaufina, L. (2022). Urban greening effect on land surface temperature. Sensors, 22(11), 4168.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Postdoctoral Scholarship Job Posting &#8211; USP\u00a0 &#8211; Multimodal Urban Sensing University of S\u00e3o Paulo (USP) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-68","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/pages\/68","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/comments?post=68"}],"version-history":[{"count":5,"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/pages\/68\/revisions"}],"predecessor-version":[{"id":239,"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/pages\/68\/revisions\/239"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/synestechai\/wp-json\/wp\/v2\/media?parent=68"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}