| 2020 |
Lin, H. Y., Kuo, Y.F., Common Sea Fish Species Identification Using Deep Convolutional Neural Network, 2020農機與生機學術研討會, 嘉義，臺灣 |
| 2020 |
Cheng, H. H., Dai, Y. L., Lin, C. P., Huang, J. H., Chen, S. F., Kuo, Y. F., Identifying Disease Spots on Tomato Leaves Using Deep Convolutional Neural Network, 2020農機與生機學術研討會, 嘉義，臺灣 |
| 2020 |
葉逸新、謝鎧陽、黃懋翔、郭彥甫, 商業雞舍中的雞隻取像機器人系統, 2020農機與生機學術研討會, 嘉義，臺灣 |
| 2020 |
葉冠廷、郭彥甫, 以深度學習技術與雲端運算服務建構木材辨識系統, 2020農機與生機學術研討會, 嘉義，臺灣 |
| 2020 |
蔡侑容、郭彥甫, 利用深度學習進行仔豬追蹤之應用, 2020農機與生機學術研討會, 嘉義，臺灣 |
| 2019 |
鄭學鴻、柯妍伶、林筑蘋、黃晉興、陳世芳、郭彥甫, 利用自監督式深度學習辨識與定位晚疫病病斑, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
葉冠廷、許皓鈞、郭彥甫, 利用深度學習探索葉片紋理基底, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
粘書耀、郭彥甫, 利用深度卷積神經網路於商業雞舍之雞隻活動力監測, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
林睿宇、郭彥甫、許皓鈞、李承灝, 深度學習於葉片影像辨識與特徵分析之應用-以樟科新木薑子屬為例, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
林宏陽、李昕辰、黃偉伶、白志年、朱元南、劉擎華、廖國基、郭彥甫, 利用深度卷積神經網路估測蝦子體長, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
呂玠諺、郭彥甫、張仲良, 利用深度卷積神經網路觀測萵苣植物生長狀況, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
吳璨妤、許皓鈞、郭彥甫, 深度學習於樟科瓊楠屬葉片影像辨識之應用, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
何冠穎、郭彥甫, 利用深度學習追蹤仔豬, 2019生機與農機學術研討會, 台中，台灣 |
| 2019 |
Tseng, C.-H., & Kuo, Y.-F., Detecting and counting harvested fish and measuring fish body lengths in video using deep learning methods, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Lu, Y.-C., & Kuo, Y.-F., Identifying species of common sea fish harvested by longliner using deep convolutional neural networks, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Lu, J.-Y., Chang, C.-L., & Kuo, Y.-F., Monitoring growth rate of lettuce using deep convolutional neural networks, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Lin, H.-Y., Chen, S.-Y., Chung, C.-L., & Kuo, Y.-F., Counting bacterial colony on agar plates using deep convolutional neural network, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Lin, H.-Y., Lee, H.-C., Ng, W.-L., Pai, J.-N., Chu, Y.-N., Liou, C.-H., Liao, K.-C., & Kuo, Y.-F., Estimating shrimp body length using deep convolutional neural network, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Hung, T.-T., Hsu, H.-C., & Kuo, Y.-F., Quantifying color and textural patterns of petals and studying their association with pollinators: using genus Sinningia (GESNERIACEAE) as an example, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Huang, M.-H., Lin, E.-C., & Kuo, Y.-F., Determining the body condition scores of sows using convolutional neural networks, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2019 |
Cheng, H.-H., Ke, Y.-L., Lin, C.-P., Huang, J.-H., Chen, S.-F., & Kuo, Y.-F., Identifying and localizing the disease spots of late blight on tomato leaves using deep convolutional neural networks, Paper presented at the 2019 American Society of Agricultural and Biological Engineers Annual International Meeting, Boston, Massachusetts, United States |
| 2018 |
Lu, Y.-C., Hsieh, C.-L., & Kuo, Y.-F., Automatic Fish Species Identification Using Convolutional Neural Networks, Paper presented at the 9th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Jeju, Korea |
| 2018 |
Tseng, C.-H., Hsieh, C.-L. , & Kuo, Y.-F., Detecting Fish in Images with Complex Background and Estimating Body Length using Convolutional Neural Network, Paper presented at the 9th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Jeju, Korea |
| 2018 |
Hung, T.-T., Hsu, H.-C., & Kuo, Y.-F., Quantifying and Clustering Texture Traits in Flowers of Genus Sinningia, Paper presented at the 9th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Jeju, Korea |
| 2018 |
Hsu, H.-C., Lee, C.-H., Yang, C.-K., Chu, F.-H., Tsai, M.-J., & Kuo, Y.-F., Classifying Endemic Fagaceae Species in Taiwan Using Leaf Images, Paper presented at the 9th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Jeju, Korea |
| 2018 |
Wang, Y.-H., Hsu, H.-C., Chou, W.-C., & Kuo, Y.-F., Automatically identifying floral contours and vascular bundles in 3D images, Paper presented at the 2018 American Society of Agricultural and Biological Engineers Annual International Meeting, Detroit, Michigan, United States |
| 2018 |
Lin, T.-Y., & Kuo, Y.-F., Cat face recognition using deep learning, Paper presented at the 2018 American Society of Agricultural and Biological Engineers Annual International Meeting, Detroit, Michigan, United States |
| 2018 |
Hsieh, K.-Y., Ho, C.-K., Kuo, Y.-F. , Detecting and counting soybean aphids using convolutional neural network, Paper presented at the 2018 American Society of Agricultural and Biological Engineers Annual International Meeting, Detroit, Michigan, United States |
| 2018 |
Yang, H.-W., Hsu, H.-C., Yang, C.-K., Tsai, M.-J., Kuo, Y.-F. , Discriminating morphologically similar species in Genus Cinnamomum (Lauraceae) using machine vision, Paper presented at the 2018 American Society of Agricultural and Biological Engineers Annual International Meeting, Detroit, Michigan, United States |
| 2018 |
Lin, C.-Y., Hsieh, K.-W., Tsai, Y.-C., & Kuo, Y.-F., Monitoring chicken heat stress using deep convolutional neural networks, Paper presented at the 2018 American Society of Agricultural and Biological Engineers Annual International Meeting, Detroit, Michigan, United States |
| 2018 |
曾啟軒、郭彥甫, 利用深度學習偵測影片中魚體並估測魚體長, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
粘書耀、郭彥甫, 利用深度學習進行雞隻飲食行為偵測之應用, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
鄭學鴻、林筑蘋、黃晉興、郭彥甫, 利用深度學習辨識與定位晚疫病病斑, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
呂玠諺、郭彥甫、張仲良, 利用深度學習觀測葉菜類作物生長狀況－以萵苣為例, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
何冠穎、郭彥甫, 利用嵌入式系統偵測豬隻行為, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
潘昶宇、郭彥甫、許皓鈞、楊智凱、蔡明哲, 利用影像處理和機器學習進行樟科植物種類的辨識, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
洪子庭、許皓鈞、郭彥甫, 花辦紋理特徵量化及分群應用於岩桐屬, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
呂易晉、郭彥甫, 深度學習於自動魚種辨識之應用, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
吳璨妤、郭彥甫、許皓鈞、李承澔、蔡明哲、楊智凱, 葉片影像於殼斗科植物物種辨識的應用, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2018 |
黃懋翔、郭彥甫, 利用深度學習定位影像中複雜背景之豬隻位置, 2018生機與農機學術研討會, 宜蘭，台灣 |
| 2017 |
Tung, C., Hsieh, C.-L., & Kuo, Y.-F., Sea fish identification using convolutional neural network, Paper presented at the 2017 American Society of Agricultural and Biological Engineers Annual International Meeting, Spokane, Washington, United States |
| 2017 |
Chou, W.-C., Hsu, H.-C., & Kuo, Y.-F., Studying floral shape variations in 3D for genus Sinningia, Paper presented at the 2017 American Society of Agricultural and Biological Engineers Annual International Meeting, Spokane, Washington, United States |
| 2017 |
Han, T.-H., & Kuo, Y.-F., Three dimensional phenotype quantitative system of seedling root., Paper presented at the 2017 American Society of Agricultural and Biological Engineers Annual International Meeting, Spokane, Washington, United States |
| 2017 |
林宸儀、謝廣文、蔡燿全、郭彥甫, 利用卷積神經網路進行雞隻偵測之應用, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
林子淵、郭彥甫, 利用影像處理和深度卷積神經網路偵測貓臉, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
呂易晉、郭彥甫, 卷積神經網路於自動魚種辨識之應用, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
洪子庭、許皓鈞、郭彥甫, 花瓣紋理及顏色的量化於岩桐雜交系之應用, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
王奕翔、許皓鈞、郭彥甫, 透過CT影像自動偵測花瓣維管束位置, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
楊皓文、郭彥甫, 機器學習於土肉桂及陰香葉子影像辨識的應用, 2017生機與農機學術研討會, 台北，台灣 |
| 2017 |
曾啟軒、郭彥甫, 利用捲積類神經網路在影像中偵測魚體並估測魚體長, 2017生機與農機學術研討會, 台北，台灣 |
| 2016 |
Liang, C.-H., Hsu, H.-C., Wang, C.-N., & Kuo, Y.-F., Automatic detection of floral lobe contour in 3D image, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
Chou, W.-C., Hsu, H.-C., & Kuo, Y.-F., Illustrating the ancestor flower shapes of clade corytholoma in genus sinningia, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
Hsu, K.-L., Chan, C.-Y., Hsu, H.-C., Wang, C.-N., & Kuo, Y.-F., Quantifying color and texture patterns in flowers of sinningia speciosa, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
Tung, C., Lin, C.-H., & Kuo, Y.-F., Studying the tidal breathing patterns of obese and non-obese cats, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
Han, T.-H., & Kuo, Y.-F., Three-dimensional image reconstruction system of rice seedling root, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
Hsu, H.-C., Chou, W.-C., & Kuo, Y.-F., Understanding floral shape variation in sinningia-utilizing a 3d geometric morphometric approach, Paper presented at the 8th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Niigata, Japan |
| 2016 |
許耕齡、郭彥甫, 大岩桐雜交系花瓣影像之顏色與紋理特徵量化研究, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
周彣潔、許皓鈞、郭彥甫, 岩桐屬三維花朵形狀變異分析與演化樹共祖之重建, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
韓宗翰、郭彥甫, 以三維影像重建技術量化水稻根系形態特徵, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
王奕翔、許皓鈞、郭彥甫, 利用三角網格自動偵測花瓣, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
楊皓文、郭彥甫, 利用機器學習於葉子影像辨識樟科植物, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
李承澔、郭彥甫, 利用影像處理及機器學習建立殼斗科植物辨識系統, 2016生機與農機學術研討會, 嘉義，台灣 |
| 2016 |
Kuo, T.-Y., Chen, S.-Y., Lin, H.-A., Chung, C.-L., & Kuo, Y.-F., High-resolution phenotyping for investigating the genotype-phenotype association in rice grains, Paper presented at the 2016 American Society of Agricultural and Biological Engineers Annual International Meeting, Orlando, Florida, United States |
| 2015 |
郭彥甫、許秉宗、陳俊強、周瑞仁、林達德、郭彥甫, 田間機器人競賽之機器人設計與製作, 2015台灣智慧型機器人研討會, 台北，台灣 |
| 2015 |
Chou, T.-H., Ho, C.-S., & Kuo, Y.-F., QR code detection using convolutional neural networks, Paper presented at the 2015 International Conference on Advanced Robotics and Intelligent Systems (ARIS), Taipei, Taiwan |
| 2015 |
Wang, C.-C., Hsu, H.-C., Wang, C.-N., & Kuo, Y.-F., Morphological integration between floral petals for Sinnigia speciosa, Paper presented at the 2015 American Society of Agricultural and Biological Engineers Annual International Meeting, New Orleans, LA, United States |
| 2015 |
Kuo, T.-Y., Chen, S.-Y., Lin, H.-A., Chung, C.-L., & Kuo, Y.-F., Identifying rice grains of various cultivars using machine vision, Paper presented at the 2015 American Society of Agricultural and Biological Engineers Annual International Meeting, New Orleans, LA, United States |
| 2015 |
Huang, K.-J., Chen, S.-Y., Chen, Y.-C., Lai, M.-H., Chung, C.-L., & Kuo, Y.-F., Image-based approach to detect bakanae disease on rice seedlings., Paper presented at the 2015 American Society of Agricultural and Biological Engineers Annual International Meeting, New Orleans, LA, United States |
| 2015 |
許皓鈞、郭彥甫, Quantifying Color Parameters of Flowers in Genus Sinningia Using Image Processing, 2015生機與農機學術研討會, 屏東，台灣 |
| 2015 |
梁家豪、王政鈞、許皓鈞、王俊能、郭彥甫, 三維影像花瓣輪廓邊緣的自動偵測, 2015生機與農機學術研討會, 屏東，台灣 |
| 2015 |
郭子毅、陳思聿、林珩安、鍾嘉綾、郭彥甫, Quantification of Shape and Color Traits in Rice Grains of Various Cultivars, 2015生機與農機學術研討會, 屏東，台灣 |
| 2015 |
董真、林中惠、郭彥甫, 貓肺功能特徵初步之呈現, 2015生機與農機學術研討會, 屏東，台灣 |
| 2015 |
周彣潔、王政鈞、許皓鈞、郭彥甫, 岩桐屬花朵形狀變異之量化與分析, 生機與農機學術研討會, 屏東，台灣 |
| 2015 |
韓宗翰、陳冠全、董致韡、郭彥甫, 二維水稻根系影像特徵擷取, 2015生機與農機學術研討會, 屏東，台灣 |
| 2014 |
Yeh, Y.-H. F., Chung, W.-C., Lee, R.-S., Liao, J.-Y., Chung, C.-L., Kuo, Y.-F., & Lin, T.-T. , Characteristic wavelength selection of hyperspectral images for plants disease analyses, Paper presented at the 7th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Yilan, Taiwan |
| 2014 |
Tsou, Y., Hsu, H.-C., Wang, C.-C., Kuo, Y.-F., Wang, C.-N., & Moller, M., Quantification of floral shape variation in the F2 hybrids of two Streptocarpus species with contrasting pollination syndrome, Paper presented at the 7th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Yilan, Taiwan |
| 2014 |
uang, K.-J., Chen, Y.-J., Chen, S.-Y., Kuo, Y.-F., & Chung, C.-L., Classification of foolish seedling disease for rice plants, Paper presented at the 7th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Yilan, Taiwan |
| 2014 |
Hsu, P.-T., Chen, D., Kuo, Y.-F., & Lin, T.-T., Building a robot for the 2013 field robot competition, Paper presented at the 7th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Yilan, Taiwan |
| 2014 |
Chien, C.-L., Kuo, Y.-F., & Chen, D.-R., Developing a computer-aided diagnosis system for classification of malignant breast tumor grade in ultrasound imaging, Paper presented at the 7th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB), Yilan, Taiwan |
| 2014 |
Lee, T.-K., Kuo, Y.-F., Hsu, H.-C., Lin, T.-T., & Wang, C.-N., Three-dimensional shape variation analysis on Sinningia speciosa flowers, Paper presented at the 2014 American Society of Agricultural and Biological Engineers Annual International Meeting, Montreal, Quebec, Canada |
| 2014 |
Chen, W.-T., & Kuo, Y.-F., Detecting bran residue distribution on rice surface using fluorescence imaging, Paper presented at the 2014 American Society of Agricultural and Biological Engineers Annual International Meeting, Montreal, Quebec, Canada |
| 2013 |
簡政良、張鴻文、郭彥甫、陳達人, 乳癌腫瘤超音波影像判斷良惡性, 2013生機與農機學術研討會, 台北，台灣 |
| 2013 |
陳威同、郭彥甫, 利用螢光光譜指紋技術分析稻米酯值含量, 2013生機與農機學術研討會, 台北，台灣 |
| 2013 |
郭彥甫、周子涵、何泉生, 利用機學習方法分類二維條碼, 2013生機與農機學術研討會, 台北，台灣 |
| 2013 |
李子揆、郭彥甫、許皓鈞、王俊能, 利用幾何型態學方法分析大岩桐花朵的形狀變異, 2013生機與農機學術研討會, 台北，台灣 |
| 2013 |
李子揆、許皓鈞、翁立剛、王政鈞、郭彥甫、林達德、王俊能, 型態量測大岩桐Cycloidea基因型, 2013生機與農機學術研討會, 台北，台灣 |
| 2013 |
Yeh, Y. H. F., Chung, W. C., Liao, J. Y., Chung, C. L., Kuo, Y. F., & Lin, T. T., A comparison of machine learning methods on hyperspectral plant disease assessments, Paper presented at the 2013 IFAC Bio-Robotics Conference, Sakai, Japan |
| 2013 |
Thai, C. N., Kuo, Y.-F., & Yen, P.-L., Cooperative teaching in a distance education environment, Paper presented at the 120th ASEE Annual Conference and Exposition, Atlanta, GA, United States |
| 2013 |
Kuo, Y.-F., Weng, L.-K., Lee, T.-K., Hsu, H.-C., Lin, T.-T., & Wang, C.-N., Quantitative evaluation of the floral shape variation in Sinningia speciosa domestication, Paper presented at the 2013 American Society of Agricultural and Biological Engineers Annual International Meeting, Kansas City, MO, United States |
| 2013 |
Chen, W.-T., & Kuo, Y.-F., Measurement of degree of milling for rice using hyperspectral imaging, Paper presented at the 2013 American Society of Agricultural and Biological Engineers Annual International Meeting, Kansas City, MO, United States |
| 2012 |
Wang, C.-Y., Chung, W.-C., Liao, J.-Y., Chung, C.-L., Kuo, Y.-F., & Lin, T.-T., Strawberry Anthracnose disease assessment using hyperspectral imaging, Paper presented at the ISMAB2012: 6th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering, Jeonju, Korea |
| 2012 |
Yang, C.-L., Hari, Y., & Kuo, Y.-F. , Multiple-crop scheduling for plant factory, Paper presented at the ISMAB2012: 6th International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering, Jeonju, Korea |
| 2012 |
Yang, C.-L., Kuo, Y.-F., Yih, Y., Chiu, G. T. C., & Allebach, J. P., Cartridge clustering for improving tone prediction accuracy in calibration for color electrophotography, Paper presented at the 28th International Conference on Digital Printing Technologies, Quebec City, QC, Canada |
| 2012 |
Kuo, Y.-F., Chiu, G. T. C., Kerby, G. H., Trask, J. L., Yih, Y., & Allebach, J. P., An adaptive model-based approach to reduce calibration frequency while maintaining tone consistency for color electrophotography, Paper presented at the 28th International Conference on Digital Printing Technologies, Quebec City, QC, Canada |
| 2009 |
Y. Kuo, C. Yang, Y. Yih, J. Allebach, and G. Chiu, Improving tone prediction accuracy in calibration for color Electrophotography part II – principal component regression, Proc. IS&T's of NIP25: International Conference on Digital Printing Technologies (IS&T, Springfield, VA) |
| 2009 |
C. Yang, Y. Kuo, Y. Yih, G. Chiu, D. Abramsohn, G. Ashton, and J. Allebach, Improving tone prediction accuracy in calibration for color Eelectrophotography part I – environmental and consumable factors, Proc. IS&T's of NIP25: International Conference on Digital Printing Technologies (IS&T, Springfield, VA) |
| 2009 |
Y. Kuo, C. Yang, Y. Yih, J. Allebach, and G. Chiu, Modeling of tone deviation during switch-on transient for color Electrophotography, Proc. IS&T's of NIP25: International Conference on Digital Printing Technologies (IS&T, Springfield, VA) |
| 2005 |
Y. Kuo, D. Whitaker, G. Chiu, and J. Alleman, System level design and initial equivalent system mass analysis of a solid-phase thermophilic aerobic rector for advanced life support systems, Proc. of International Conference on Environmental Systems (SAE, Warrendale, PA) |
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