{"id":28,"date":"2024-11-22T19:12:27","date_gmt":"2024-11-23T00:12:27","guid":{"rendered":"https:\/\/site.caes.uga.edu\/isp\/?page_id=28"},"modified":"2026-04-02T22:32:48","modified_gmt":"2026-04-03T02:32:48","slug":"projects","status":"publish","type":"page","link":"https:\/\/site.caes.uga.edu\/isp\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><a href=\"#current\">Current<\/a><\/li>\n\n\n\n<li><a href=\"#completed\">Completed<\/a><\/li>\n\n\n\n<li><a href=\"#publicationfee\" data-type=\"internal\" data-id=\"#publicationfee\">Publication fee waiver<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>The total budget of the funded research projects is $3,562,595.33, and LI&#8217;s budget share is $1,939,281.53. We greatly appreciate the sponsors and partnerships that have enabled the lab to advance science, engineering, and applied research.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"current\">Current<\/h1>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"302\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856.jpg\" alt=\"\" class=\"wp-image-905\" style=\"width:152px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856.jpg 500w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856-300x181.jpg 300w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856-50x30.jpg 50w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Olukosi, O. A., <strong>Li, G<\/strong>. 10\/2025-09\/2026. Machine learning for precision poultry nutrition. United Sobean Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"264\" height=\"191\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-cobb-1.png\" alt=\"\" class=\"wp-image-103\" style=\"width:152px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Aggrey, S.E., Rasheed, K.M., Alves, A.A.C. 09\/2025-08\/2027. <a href=\"https:\/\/www.cobbgenetics.com\/en_US\/news\/cobb-vantress-announces-2025-cobb-research-initiative-cri-grant-recipients\">Development and validation of an intelligent system for individual tracking and phenotype extraction in group-housed broiler chickens throughout the production cycle<\/a>. Cobb Research Initiative launched by Cobb-Vantress.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa.jpg\" alt=\"USDA NIFA symbol\" class=\"wp-image-120\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa.jpg 347w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa-300x125.jpg 300w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Parasuraman, R. N., <strong>Li, G.<\/strong>, Pidaparti, R. M., Fairchild, B., Peschel, J. 09\/2024-08\/2027. <a href=\"https:\/\/portal.nifa.usda.gov\/web\/crisprojectpages\/1033201-collaborative-research-cps-medium-ai-driven-cyber-physical-heterogeneous-systems-for-precision-poultry-farming.html\">COLLABORATIVE RESEARCH: CPS: MEDIUM: AI-DRIVEN CYBER-PHYSICAL HETEROGENEOUS SYSTEMS FOR PRECISION POULTRY FARMING<\/a>. $1,000,000. USDA National Institute of Food and Agriculture. Project number: 2024-67021-43694.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1.jpg\" alt=\"USDA ARS symbol\" class=\"wp-image-114\" style=\"width:245px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1.jpg 348w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1-300x125.jpg 300w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Oladeinde, A., <strong>Li, G.<\/strong>, Aggrey, S.E. 06\/2024-06\/2026. SalmonellaDetector: A Mobile Application for On-site Broiler Salmonella Infection Diagnosis. USDA Agricultural Research Service.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-111\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A., Aggrey, S.E. 07\/2024-06\/2026. SalmonellaDetector: A Mobile Application for On-site Broiler Salmonella Infection Diagnosis. $79,936. US Poultry &amp; Egg Association. Project number: F-114.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"completed\">Completed<\/h1>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"264\" height=\"191\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-cobb-1.png\" alt=\"Cobb-Vantress symbol\" class=\"wp-image-103\" style=\"width:150px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Regmi, P., Chai, L., Wilson, J.L., Kim, W. 08\/2023-09\/2025. <a href=\"https:\/\/www.cobbgenetics.com\/en_US\/news\/cobb-announces-new-funding-for-research-grants\">An Artificial Intelligence-assisted Gait Scoring System for Individual Broilers in Group Settings<\/a>. Cobb Research Initiative launched by Cobb-Vantress.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-101\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Parasuraman, R. N., Lu, G., Rasheed, K., Aggrey, S.E., Mani, S., Fairchild, B. 11\/2024-06\/2025. An Artificial Intelligence-assisted Multimodal Robot for Searching, Localizing, and Collecting Floor Eggs for Poultry. $5,000. Institute for Integrative Precision Agriculture. Project number: 8750.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-108\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Kucha, C., Usack, J., <strong>Li, G.<\/strong>, Mohan, A., Mahmud, M.S. 11\/2024-06\/2025. ACQUISITION OF A SHARED-USE TERAHERTZ SPECTROSCOPY AND IMAGING EQUIPMENT TO SUPPORT RESEARCH AND TRAINING IN INTEGRATED PRECISION AGRICULTURE. $30,000. Institute for Integrative Precision Agriculture. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-74\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Chai, L., Ramaswamy, L.M. Development of a Web-based Artificial Intelligence System for Analyzing Broiler Activity Index. 10\/2023-02\/2025. $47,305. US Poultry &amp; Egg Association. Project number: F-113.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"758\" height=\"451\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024.png\" alt=\"\" class=\"wp-image-812\" style=\"width:197px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024.png 758w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024-300x178.png 300w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024-50x30.png 50w\" sizes=\"auto, (max-width: 758px) 100vw, 758px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Mahmud, M.S., Lu, G., <strong>Li, G.<\/strong> 06\/2024-06\/2025. Agriculture Robotics VIP Team. $12,000. Office of Instruction and Office of Research. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2.jpg\" alt=\"USDA ARS symbol\" class=\"wp-image-116\" style=\"width:204px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2.jpg 348w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2-300x125.jpg 300w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A. 06\/2024-11\/2024. Hyperspectral systems for precision poultry sensing. Gift. Sponsor: USDA Agricultural Research Service.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-105\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Kucha, C.,<strong> Li, G.<\/strong>, Doshi, P., Mohan, A., Kong, F. 12\/2023-06\/2024. <a href=\"https:\/\/iipa.uga.edu\/2024-seed-grant-recipients\/\">PRECISIONDETECT (PD): AI-Enhanced Hyperspectral Imaging for Early Chicken Egg Fertility Detection<\/a>. $30,000. Institute for Integrative Precision Agriculture. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-98\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A., Aggrey, S.E., Mahmud, M.S., Chai, L., Liu, T., Niu, W., Kucha, C., Parasuraman, R.N., Pidaparti, R.M.  10\/2023-10\/2024. <a href=\"https:\/\/research.uga.edu\/team-pre-seeds\/projects\/mobile-sensing-for-precision-poultry-disease-management\/\">Mobile Sensing for Precision Poultry Disease Management<\/a>. $5,000. Institute for Integrative Precision Agriculture. Project number: 1941.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-97\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Parasuraman, R. N., Pidaparti, R. M. 12\/2023-06\/2024. <a href=\"https:\/\/iipa.uga.edu\/2024-seed-grant-recipients\/\">EggPicker: A mobile robotic system for identifying, localizing, and collecting floor eggs in cage-free hen housing environments<\/a>. $30,000. Institute for Integrative Precision Agriculture. Project number: 2528.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-95\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Chai, L., Regmi, P., <strong>Li, G. <\/strong>04\/2023-12\/2023. Precision Farming Frameworks for Climate Smart Poultry Production. $150,000. Institute for Integrative Precision Agriculture.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"684\" height=\"974\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1.png\" alt=\"\" class=\"wp-image-843\" style=\"width:94px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1.png 684w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1-211x300.png 211w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1-50x71.png 50w\" sizes=\"auto, (max-width: 684px) 100vw, 684px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Ji, B. 12\/2022-12\/2023. \u201cAutomated Prediction of Phenotypic Traits for Commercial Swine Breeding Management via a Three-Dimensional Scanning System\u201d. Pig Improvement Company.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"98\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/logo-pork.png\" alt=\"National Pork Board symbol\" class=\"wp-image-93\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G.<\/strong>, Burns, R. 05\/2022-12\/2023. \u201cTesting draft EPA models for swine emissions of ammonia, hydrogen sulfide and particulate matter\u201d. $36,000. National Pork Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"140\" height=\"93\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/IncredibleEgg_animatedlogo_v2.gif\" alt=\"American Egg Board symbol\" class=\"wp-image-90\" style=\"width:119px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G. <\/strong>01\/2022-06\/2023.&nbsp; \u201cAssessing the Draft EPA Laying Hen Emissions Models\u201d. $20,000. American Egg Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-88\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G.<\/strong>, Burns, R. 05\/2022-06\/2023. \u201cEvaluating draft EPA models for broiler emissions of ammonia and particulate matter\u201d. $25,000. US Poultry &amp; Egg Association. <\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"publicationfee\">Publication fee waiver<\/h1>\n\n\n\n<p>The following articles were applied with publication fee waiver\/discounts due to LI&#8217;s academic reputation.<\/p>\n\n\n\n<figure class=\"wp-block-table caes-extended-core-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Date<\/strong><\/td><td><strong>Journal<\/strong><\/td><td><strong>Waived amount (discount)<\/strong><\/td><td><strong>Article title<\/strong><\/td><\/tr><tr><td>04\/2025<\/td><td>Animals<\/td><td>$2,897 (100%)<\/td><td>Separating Chickens\u2019 Heads and Legs in Thermal Images via Object Detection and Machine Learning Models to Predict Avian Influenza and Newcastle Disease<\/td><\/tr><tr><td>10\/2024<\/td><td>AgriEngineering<\/td><td>$1,850 (100%)<\/td><td>Quantifying Nesting Behavior Metrics of Broiler Breeder Hens with Computationally Efficient Image Processing Algorithms and Big Data Analytics<\/td><\/tr><tr><td>07\/2023<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Early Detection of Avian Diseases Based on Thermography and Artificial Intelligence<\/td><\/tr><tr><td>02\/2023<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Tracking and Characterizing Spatiotemporal and Three-Dimensional Locomotive Behaviors of Individual Broilers in the Three-Point Gait-Scoring System<\/td><\/tr><tr><td>06\/2022<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Individual Beef Cattle Identification Using Muzzle Images and Deep Learning Techniques<\/td><\/tr><tr><td>08\/2021<\/td><td>Sensors<\/td><td>$2,000 (100%)<\/td><td>Classifying ingestive behavior of dairy cows via automatic sound recognition<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>The total budget of the funded research projects is $3,562,595.33, and LI&#8217;s budget share is $1,939,281.53. We greatly appreciate the sponsors and partnerships that have enabled the lab to advance science, engineering, and applied research. Current Olukosi, O. A., Li, G. 10\/2025-09\/2026. Machine learning for precision poultry nutrition. United Sobean Board. Li, G., Aggrey, S.E., [&hellip;]<\/p>\n","protected":false},"author":994,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/users\/994"}],"replies":[{"embeddable":true,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/comments?post=28"}],"version-history":[{"count":10,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28\/revisions"}],"predecessor-version":[{"id":974,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28\/revisions\/974"}],"wp:attachment":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/media?parent=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}