Endai Huang (Edward，黃恩待)

中文版請點擊此處

Email: [email protected] | Wechat: hed44533354

Research interest: computer vision, deep learning, animal detection and monitoring, occlusion problem, LLM application.

Updates: I am now working in NBU, and feel free to contact me for cooperation.

Education

Work Experimence

Publication

First author: 4
Co-author: 6

[Journal, IF=16.8] Multi-objective optimization for sustainable renewable jet fuel production: A case study of corn stover based supply chain system in Midwestern US. Renewable and Sustainable Energy Reviews (2019).
Endai Huang¹, Xiaolei Zhang¹, Luis Rodriguez, Madhu Khanna, Sierk de Jong, K.C. Ting, Yibin Ying, Tao Lin*

[Journal, IF=8.3] Center clustering network improves piglet counting under occlusion. Computers and Electronics in Agriculture (2021).
Endai Huang, Axiu Mao, Haiming Gan, Maria C. Ceballos, Thomas D. Parsons, Yueju Xue, Kai Liu*

[Journal, IF=8.3] Automated detection and analysis of social behaviors among preweaning piglets using key point-based spatial and temporal features. Computers and Electronics in Agriculture (2021).
Haiming Gan, Mingqiang Ou, Endai Huang, Chengguo Xu, Shiqing Li, Jiping Li, Kai Liu, Yueju Xue*

[Journal, IF=3.8] Cross-Modality Interaction Network for Equine Activity Recognition Using Imbalanced Multi-Modal Data. Sensors (2021).
Axiu Mao, Endai Huang, Haiming Gan, Rebecca S. V. Parkes, Weitao Xu, Kai Liu*

[Journal, IF=3.2] FedAAR: A Novel Federated Learning Framework for Animal Activity Recognition with Wearable Sensors. Animals (2022).
Axiu Mao, Endai Huang, Haiming Gan, Kai Liu*

[Journal, IF=8.3] A Semi-Supervised Generative Adversarial Network for Amodal Instance Segmentation of Piglets in Farrowing Pens. Computers and Electronics in Agriculture (2023).
Endai Huang, Zheng He, Axiu Mao, Maria C. Ceballos, Thomas D. Parsons, Kai Liu*

[Journal, IF=8.3] Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network. Computers and Electronics in Agriculture (2023).
Endai Huang, Axiu Mao, Junhui Hou, Yongjian Wu, Weitao Xu, Maria C. Ceballos, Thomas D. Parsons, Kai Liu*

[Journal, IF=8.3] Deep learning-based animal activity recognition with wearable sensors: Overview, challenges, and future directions. Computers and Electronics in Agriculture (2023).
Axiu Mao, Endai Huang, Xiaoshuai Wang, Kai Liu*

[Journal, IF=8.3] A teacher-to-student information recovery method toward energy-efficient animal activity recognition at low sampling rates. Computers and Electronics in Agriculture (2023).
Axiu Mao, Meilu Zhu, Endai Huang, Xi Yao, Kai Liu*

[Journal, IF=3.2] Automatic Detection of Feral Pigeons in Urban Environments Using Deep Learning. Animals (2024).
Zhaojin Guo, Zheng He, Li Lyu, Axiu Mao, Endai Huang, Kai Liu*

[Others] Oxygenation device based on ultrasonic high-frequency vibration. CN. Patent: ZL201710374591.2.
Songmin Zhu, Endai Huang, Luoyi Jin, Xiaoyue Xu, Yutian Shen.

[Others] Multiple and Portable Measuring Instrument Control Software (Model 2000 Multimeter) V1.0 [CP]. Software Copyright, RN: 2017SR568108, Copyright Protection Center of China, 2017-10-16
Zunzhong Ye, Endai Huang, Xiaoyue Xu, Yibin Ying

Presentation

[Poster] Center clustering network improves piglet counting under occlusion. CV4Animals Workshop, CVPR (2022)
Endai Huang, Axiu Mao, Haiming Gan, Maria C. Ceballos, Thomas D. Parsons, Yueju Xue, Kai Liu*

[Poster] Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network. CV4Animals Workshop, CVPR (2022)
Endai Huang, Axiu Mao, Yongjian Wu, Haiming Gan, Maria Ceballos, Thomas Parsons, Junhui Hou, Kai Liu*

[Oral+Conference paper] Occlusion Resistant Spatial Analysis of Pig Distribution Pattern in Farrowing Pens Using Center Clustering Network. In 10th European Conference on Precision Livestock Farming (ECPLF 2022)
Endai Huang, Axiu Mao, Haiming Gan, Kai Liu*

[Oral+Conference paper] Capacity Limit of Deep Learning Methods on Scenarios of Pigs in Farrowing Pen under Occlusion. In 2021 ASABE Annual International Virtual Meeting.
Endai Huang, Axiu Mao, Maria C. Ceballos, Thomas D. Parsons, Kai Liu*

[Oral+Conference paper] A Key Frame Selection Method for Creating Deep Learning Training Set in Animal Research Involving Time-Series Video Data. In 6th International Symposium on Animal Environment and Welfare (ISAEW 2021)
Endai Huang, Axiu Mao, Haiming Gan, Kai Liu*

[Oral+Conference paper] Deep learning-based assessment of laying-hen feather conditions using color and thermal images. In 2nd Asian Conference on Precision Livestock Farming (ACPLF2020)
Endai Huang, Axiu Mao, Kai Liu*, Yueju Xue

Prize & Award

First place of 2016 ASABE 10th Student Robotic Competition

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2nd Place in 2021 AOC Student Presentation Competition, Association of Overseas Chinese Agricultural Biological Food Engineers

Silver Award of The 8th China International College Students’ ‘Internet +’ Innovation and Entrepreneurship Competition, 2022

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Others

Director of New Media office, IEEE CityU Student Branch, 2022-Now