{"id":1892,"date":"2021-10-10T19:40:49","date_gmt":"2021-10-10T23:40:49","guid":{"rendered":"https:\/\/www.bu.edu\/photonics-ret\/?page_id=1892"},"modified":"2021-10-10T19:50:36","modified_gmt":"2021-10-10T23:50:36","slug":"ji-xin-cheng","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/photonics-ret\/research-projects\/projects-2025\/current-summer-projects\/ji-xin-cheng\/","title":{"rendered":"Ji-Xin Cheng"},"content":{"rendered":"

Chemical Image Analysis<\/strong><\/h3>\n

PROJECT DESCRIPTION
\n<\/b>The goal of this project is to create an integrated framework of chemical image analysis, including various methods of denoising and image segmentation that have been developed by the Cheng lab. The outcome will be a user-friendly interface of image data analysis. The student will be supervised by Cheng and Haonan Lin, a data science expert in Cheng lab.<\/p>\n

LABORATORY MENTOR
\n<\/b>Haonan Lin<\/span><\/a><\/p>\n

RESEARCH GOALS
\n<\/b>To create a framework of hyperspectral image analysis using both supervised and unsupervised approaches.<\/span><\/p>\n

LEARNING GOALS<\/b>
\n<\/b>\u2022 <\/span>Denoising<\/span>
\n<\/span>\u2022 <\/span>Image segmentation<\/span>
\n<\/span>\u2022 <\/span>Programming in python
\n<\/span>\u2022 <\/span>Interface development<\/span><\/p>\n

TIMELINE
\n<\/b>Weeks 1-2:<\/span><\/span> Image denoising
\n<\/span>Weeks 3-4:<\/span><\/span> Multivariant curve resolution
\n<\/span>Weeks 5-6:<\/span><\/span> LASSO analysis
\n<\/span>Weeks 7-8:<\/span><\/span> Machine learning
\n<\/span>Weeks 9-10:<\/span><\/span> Integration<\/span><\/p>\n

Learn more about Professor Ji-Xin Cheng on his <\/b>faculty page<\/b><\/a>.<\/b><\/p>\n","protected":false},"excerpt":{"rendered":"

Chemical Image Analysis PROJECT DESCRIPTION The goal of this project is to create an integrated framework of chemical image analysis, including various methods of denoising and image segmentation that have been developed by the Cheng lab. The outcome will be a user-friendly interface of image data analysis. The student will be supervised by Cheng and […]<\/p>\n","protected":false},"author":19768,"featured_media":0,"parent":1647,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/pages\/1892"}],"collection":[{"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/users\/19768"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/comments?post=1892"}],"version-history":[{"count":4,"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/pages\/1892\/revisions"}],"predecessor-version":[{"id":1905,"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/pages\/1892\/revisions\/1905"}],"up":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/pages\/1647"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/photonics-ret\/wp-json\/wp\/v2\/media?parent=1892"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}