(一)、期刊論文
Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, Zhi-Bin Guo, and Cheng-Kang Wen, "High-efficiency face detection and tracking method for numerous pedestrians through face candidate generation," Multimedia Tools and Applications, On-line, DOI: https://doi.org/10.1007/s11042-020-09780-y, 2020. (SCI)
Deng-Yuan Huang, Wen-Lung Lin, Yu-Yun Wang, "Approaches of transfer learning and fine-tuning on the effects of performance of vehicle classification," Journal of Computers, Vol. 31, No. 6, pp. 24-36, 2020. (EI)
Deng-Yuan Huang, Jing-Yan Yang, Yu-Yun Wang, "Performance evaluation of semantic segmentation under different encoder-decoder architectures," Journal of Science and Engineering Technology, Vol. 14, No. 2, pp. 35-42, 2020.
Deng-Yuan Huang, "Deep learning and vision-based vehicle detection," Journal of Science and Engineering Technology, Vol. 15, No. 2, pp. 1-11, 2019.
Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, and Kai-Wei Feng, "Vehicle detection and inter-vehicle distance estimation using single-lens video camera on urban/suburb roads," Journal of Visual Communication and Image Representation, Vol. 46, pp. 250-259, July 2017. (SCI)
Deng-Yuan Huang, Ching-Ning Huang, Wu-Chih Hu, and Chih-Hung Chou, "Robustness of copy-move forgery detection under high JPEG compression artifacts", Multimedia Tools and Applications, Vol. 76, No. 1, pp. 1509-1530, Jan. 2017.(SCI)
Wu-Chih Hu, Wei-Hao Chen, Deng-Yuan Huang, and Ching-Yu Yang, "Effective image forgery detection of tampered foreground or background images based on image watermarking and alpha mattes", Multimedia Tools and Applications, Vol. 75, No. 6, pp. 3495-3516, Mar. 2016. (SCI)
Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, and Yu-Lin Lin, “A Vehicle Flow Counting System in Rainy Environment Based on Vehicle Feature Analysis,” Journal of Information Hiding and Multimedia Signal Processing, Vol. 7, No. 1, pp. 101-114, Jan. 2016. (EI)
Wu-Chih Hu, Chao-Ho Chen, Tsong-Yi Chen, Deng-Yuan Huang, and Zong-Che Wu, "Moving Object Detection and Tracking from Video Captured by Moving Camera," Journal of Visual Communication and Image Representation (JVCIR), Vol. 30, pp. 164-180, July 2015. (SCI)
Pyng-Huei Shie, Deng-Yuan Huang, Chao-Hsing Hsu, and Yi-Nung Chung, "Light Regulation by using Kinect Sensor," ICIC Express Letters, Part B: Applications, Vol. 6, No. 4, pp. 1125-1131, April 2015. (EI)
Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, Bo-Cin Chen, "Rapid detection of camera tampering and abnormal disturbance for video surveillance system", Journal of Visual Communication and Image Representation, Vol. 25, No. 8, pp. 1865-1877, Nov. 2014. (SCI)
Deng-Yuan Huang, Chun-Jih Lin and Shr-Huan Dai, “Face Recognition Using the Diagonal Relative Gradient Method in a Low Illumination Environment,” Journal of Information Hiding and Multimedia Signal Processing, Vol. 5, No. 2, pp. 310-323, April 2014. (EI)
Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu and Chih-Hsiang Cheng, “Gait Recognition Based on Gabor Wavelets and Modified Gait Energy Image for Human Identification,” Journal of Electronic Imaging, Vol. 22, No. 4, 043039, pp. 1-11, October 2013. (SCI)
Wu-Chih Hu, Jung-Fu Hsu, and Deng-Yuan Huang, "Automatic video matting based on hybrid video object segmentation and closed-form matting," Journal of Electronic Imaging, Vol. 22, No. 2, 023005, April 2013 (SCI).
Deng-Yuan Huang, Ta-Wei Lin, and Wu-Chih Hu, “Implementation of multilevel thresholding process by histogram valleys estimation method based on FPGA,” Journal of Computers, Vol. 23, No. 3, pp. 1-15, October 2012. (EI)
Deng-Yuan Huang, Chao-Ho Chen, Wu-Chih Hu, Shu-chung Yi, and Yu-Feng Lin, “Feature-based vehicle flow analysis and measurement for a real-time traffic surveillance system,” Journal of Information Hiding and Multimedia Signal Processing (JIHMSP), Vol. 3, No. 3, pp. 282-296, July 2012. (EI)
Deng-Yuan Huang, Chao-Ho Chen, Wu-Chih Hu, and Sing-Syong Su, “Reliable Moving Vehicle Detection Based on the Filtering of Swinging Tree Leaves and Raindrops,” Journal of Visual Communication and Image Representation, Vol. 23, No. 4, pp. 648-664, May 2012. (SCI)
Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, and Mu-Song Chen, “Eye detection based on facial feature extraction with different poses under lighting change conditions,” Journal of Communication and Computer, Vol. 9, No. 3, pp. 350-357, March 2012. (Library of U.S. Congress)
Wu-Chih Hu, Chao-Ho Chen, Deng-Yuan Huang, and Yan-Ting Ye, “Video object segmentation in rainy situations based on difference scheme with object structure and color analysis,” Journal of Visual Communication and Image Representation, Vol. 23, No. 2, pp. 303-312, February 2012. (SCI)
Deng-Yuan Huang, Ta-Wei Lin, and Wu-Chih Hu, “Automatic multilevel thresholding based on two-stage Otsu’s method with cluster determination by valley estimation,” International Journal of Innovative Computing, Information and Control (IJICIC), Vol.7, No.10, pp. 5631-5644, October 2011. (SCI)
Wu-Chih Hu, Ching-Yu Yang, and Deng-Yuan Huang, “Robust real-time ship detection and tracking for visual surveillance of cage aquaculture,” Journal of Visual Communication and Image Representation, Vol. 22, No. 6, pp. 543-556, August 2011. (SCI)
Deng-Yuan Huang, Chun-Jih Lin, Wu-Chih Hu, “Learning-based face detection by adaptive switching of skin color models and AdaBoost under varying illumination,” Journal of Information Hiding and Multimedia Signal Processing (JIHMSP), Vol.2, No.3, pp.204-216, July 2011. (EI)
Deng-Yuan Huang, Wu-Chih Hu, and Sung-Hsiang Chang, “Gabor filter-based hand-pose angle estimation for hand gesture recognition under varying illumination,” Expert Systems with Applications, Vol.38, No.5, pp.6031-6042, May 2011. (SCI)
Wu-Chih Hu, Ching-Yu Yang, Deng-Yuan Huang, and Chun-Hsiang Huang, “Feature-based face detection against skin-color like backgrounds with varying illumination,” Journal of Information Hiding and Multimedia Signal Processing (JIHMSP), Vol.2, No.2, pp.123-132, April 2011. (EI)
Deng-Yuan Huang, Ta-Wei Lin, and Wu-Chih Hu, “Automatic Threshold Selection Based on Histogram Gaussian Estimation Method in FPGA,” International Journal of Computer Science & Emerging Technologies, Vol.1, No.4, pp.177-187, 2010.
Wu-Chih Hu, Deng-Yuan Huang, and Wei-Hao Chen, “Adaptive wide field-of-view surveillance based on an IP camera on a rotational platform for automatic detection of abandoned and removed objects,” ICIC Express Letters, Part B: Applications, Vol.1, No.1, pp.45-50, September 2010. (EI)
Deng-Yuan Huang, and Chia-Hung Wang, “Optimal multi-level thresholding using a two-stage Otsu optimization approach,” Pattern Recognition Letters, Vol.30, No.3, pp.275-284, February 2009. (SCI)
Wu-Chih Hu, and Deng-Yuan Huang, “Multicamera Setup-based Stitching Scheme for Generating Wide FOV Video without Ghost,” International Journal of Innovative Computing, Information and Control (IJICIC), Vol.5, No.11(B), pp.4075-4088, November 2009. (SCI)
Deng-Yuan Huang, Wu-Chih Hu, Chun-Jih Lin, and Mu-Song Chen, “Face recognition based on multi-class support vector machine and fisher linear discriminant method,” Far East Journal of Experimental and Theoretical Artificial Intelligence (FEJETAI), Vol.4, No. 2, pp.89-101, 2009.
黃登淵、林春日、陳南樺、楊晏和, “單晶片微控制器於非線性系統之設計與實現,” 科學與工程技術期刊, Vol. 5, No. 1, pp. 1-10, 2009.
黃登淵、莊國楨、楊晏和、陳南樺、王嘉宏, “複雜背景下多重人臉偵測演算法之研究,” 科學與工程技術期刊, Vol. 3, No. 3, pp. 35-43, 2007.
黃登淵、杜光明、林春日, “R型火警受信總機監控系統之設計開發,” 科學與工程技術期刊, Vol. 2, No. 3, pp. 59-66, 2006.
黃登淵、柯憲棠, “以FPGA實現一個類PIC 8位元微控制器,” 科學與工程技術期刊, Vol. 2, No. 1, pp. 9-13, 2006.
黃登淵、周德昱, “以八位元單晶片實現倒單擺直立定位控制,” 科學與工程技術期刊, Vol. 1, No. 3, pp. 55-61, 2005.
(二)、國際研討會論文
Chao-Ho Chen, Chia-En Lin, Tsong-Yi Chen, Bing-Hong Liu, Deng-Yuan Huang and Cheng-Kang Wen, “Convolutional Neural Network-Based Face Detection in Dynamic Crowds Using a Moving Camera,” Proceedings of International Congress on Engineering and Information (ICEAI2019), Osaka, Japan, May 7-9, 2019, pp. 32-33.
Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, Deng-Yuan Huang, Shuo-Wen Yu, and Cheng-Kang Wen, “Real-Time Video Stitching Based on Distribution of Feature Points,” Proceedings of International Conference on Engineering, Science and Applications (ICESA2018), Weseda University, Tokyo, Japan, August 22-24, 2018, p. 39.
Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Jian-He Wu, and Chien-Chuan Ko, “Real-Time Face Detection Using a Moving Camera,” Proceedings of the 32nd International Conference on Advanced Information Networking and Applications (AINA2018), Cracow, Poland, May 16-18, 2018, pp. 609-614.
Deng-Yuan Huang, Chun-Jih Lin, Wu-Chih Hu, and Li-Bing Liu, “Face Recognition Using Partial Least Squares and Local Binary Pattern Features,” Proceedings of the Fifteenth International Conference on Information and Management Sciences, Xining, China, August 3-8, 2016, pp. 41- 46.
Deng-Yuan Huang, Ching-Ning Huang, and Wu-Chih Hu, “Adaptable Dense Representation with Collaborative Representation Classification for Face Recognition Using Low-Rank Matrices Recovery,” IEEE Proceedings of the 30th International Conference on Advanced Information Networking and Applications (AINA2016), Crans-Montana, Switzerland, Mar. 23-25, 2016, pp. 902-907. (EI)
Chao-Ho Chen, Tsong-Yi Chen, Deng-Yuan Huang, and Kai-Wei Feng, “Front Vehicle Detection and Distance Estimation Using Single-Lens Video Camera,” IEEE Proceedings of the Third International Conference on Robot, Vision and Signal Processing (RVSP2015), Kaohsiung, Taiwan, Nov. 18-20, 2015, pp. 14-17. (EI)
Deng-Yuan Huang, Shr-Huan Di, Wu-Chih Hu, and Yi-Jen Su, "Face recognition based on dual-tree complex Wavelet transform under low illumination environments", accepted by the 29th International Conference on Image and Vision Computing New Zealand (IVCNZ 2014), Hamilton, New Zealand, Nov. 19-21, 2014. (EI)
Deng-Yuan Huang, Chih-Hung Chou, Wu-Chih Hu and Ta-Wei Lin, “Boosting scheme for detecting region duplication forgery in digital images,” Proceedings of the 7th International Conference on Genetic and Evolutionary Computing (ICGEC2013), Prague, Czech Republic, Aug. 25-27, 2013, pp. 125-133. (EI)
Wu-Chih Hu, Wei-Hao Chen, Deng-Yuan Huang, and Ching-Yu Yang, “Novel detection of image forgery for exchanged foreground and background using image watermarking based on alpha matte,” IEEE Proceedings of the International Conference on Genetic and Evolutionary Computing (ICGEC2012), Kitakyushu, Japan, Aug. 25-28, 2012, pp. 245-248. (EI)
Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, Mu-Song Chen, “Face recognition based on collaborative image similarity assessment,” IEEE Proceedings of the International Conference on Information Security and Intelligent control (ISIC2012), Yunlin, Taiwan, Aug. 14-16, 2012, pp. 256-259. (EI)
Mu-Song Chen, Tze-Yee Ho, and Deng-Yuan Huang, “Online transductive support vector machines for classification,” IEEE Proceedings of the International Conference on Information Security and Intelligent control (ISIC2012), Yunlin, Taiwan, Aug. 14-16, 2012, pp. 260-263. (EI)
Deng-Yuan Huang, Wu-Chih Hu, Chuan-Wei Chuang, Mu-Song Chen, and Chien-Chuan Ko, “Gait recognition of different people groups based on Fourier descriptor and support vector machine,” IEEE Proceedings of the 11th International Conference on Hybrid Intelligent Systems (HIS2011), Malacca, Malaysia, Dec. 5-8, 2011, pp. 601-604. (EI)
Ying-Wei Wang, Deng-Yuan Huang, Wu-Chih Hu, and Chun-Ying Ho, “Bloodstain segmentation in color images,” IEEE Proceedings of the First International Conference on Robot, Vision and Signal Processing (RVSP2011), Kaohsiung, Taiwan, Nov. 21-23, 2011, pp. 52-55. (EI)
Wu-Chih Hu, Ching-Yu Yang, Deng-Yuan Huang, and Seung-Yuan Liao, “Block polarity and AC correction-based robust video watermarking for H.264/AVC,” IEEE Proceedings of the First International Conference on Robot, Vision and Signal Processing (RVSP2011), Kaohsiung, Taiwan, Nov. 21-23, 2011, pp. 36-39. (EI)
Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, and Mu-Song Chen, “Eye detection based on skin color analysis with different poses under varying illumination environment,” IEEE Proceedings of the 5th International Conference on Genetic and Evolutionary Computing (ICGEC2011), IEEE Computer Society Press, Kinmen, Taiwan, Aug. 29-Sep. 1, 2011, pp. 252-255. (EI)
Deng-Yuan Huang, Wu-Chih Hu, Ta-Wei Lin, and Chun-Ying Ho, “Face detection based on feature analysis and edge detection against skin color-like backgrounds,” Proceedings of the 4th International Conference on Genetic and Evolutionary Computing (ICGEC2010), IEEE Computer Society Press, Shenzhen, China, Dec. 13-15, 2010, pp. 687-690. (EI)
Wu-Chih Hu, Deng-Yuan Huang, Ching-Yu Yang, and Jung-Fu Hsu, “Automatic video object segmentation with opacity estimate,” Proceedings of the 4th International Conference on Genetic and Evolutionary Computing (ICGEC2010), IEEE Computer Society Press, Shenzhen, China, Dec. 13-15, 2010, pp. 683-686. (EI)
Deng-Yuan Huang, Wu-Chih Hu, Ying-Wei Wang, Ching-I Chen, and Chih-Hsiang Cheng, “Recognition of Tire Tread Patterns Based on Gabor Wavelets and Support Vector Machine,” Proceedings of the 2nd International Conference on Computational Collective Intelligence - Technology and Applications (ICCCI2010), Part III, LNAI 6423, Springer-Verlag Press, Kaohsiung, Taiwan, Nov. 10-12, 2010, pp. 92-101. (EI)
Wu-Chih Hu, Deng-Yuan Huang, Ching-Yu Yang, Jia-Jie Jhu, and Cheng-Pin Lin, “Automatic and Accurate Image Matting,” Proceedings of the 2nd International Conference on Computational Collective Intelligence - Technology and Applications (ICCCI2010), Part III, LNAI 6423, Springer-Verlag Press, Kaohsiung, Taiwan, Nov. 10-12, 2010, pp. 11-20. (EI)
Deng-Yuan Huang, Wu-Chih Hu, and Mao-Hsiang Hsu, “Adaptive skin color model switching for face tracking under varying illumination,” Proceedings of the 4th International Conference on Innovative Computing, Information and Control (ICICIC2009), IEEE Computer Society Press, Kaohsiung, Taiwan, Dec. 7-9, 2009, pp. 326-329. (EI)
Wu-Chih Hu, Ching-Yu Yang, Deng-Yuan Huang, and Chun-Hsiang Huang, “Real-time and reliable face detection in intersection monitoring by integration of skin color and facial features,” Proceedings of the 4th International Conference on Innovative Computing, Information and Control (ICICIC2009), IEEE Computer Society Press, Kaohsiung, Taiwan, Dec. 7-9, 2009, pp. 1160-1163. (EI)
Deng-Yuan Huang, Wu-Chih Hu, and Sung-Hsiang Chang, “Vision-based hand gesture recognition using PCA+Gabor filters and SVM,” Proceedings of the 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2009), IEEE Computer Society Press, Kyoto, Japan, Sep. 12-14, 2009, Vol. 1, pp. 1-4. (EI)
Wu-Chih Hu, Ching-Yu Yang, Deng-Yuan Huang, and Jung-Fu Hsu, “Video object segmentation by integrating motion information and gradient compensation without background construction,” Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS2009), IEEE Computer Society Press, Shenyang, China, Aug. 12-14, 2009, Vol. 1, pp. 234-238. (EI)
(三)、國內研討會論文
黃登淵、楊靖言、王清弘，”解碼器架構設計對影像語義分割性能之影響”，第十屆網路智能與應用研討會(NCWIA2020)，台灣，雲林，31 July-1 August, 2020.
陳昭和、林佳恩、陳聰毅、胡武誌、黃登淵、文成康，“具成本效益的深度學習之人臉偵測系統”，The 24th International Conference on Technologies and Applications of Artificial Intelligence，台灣，高雄，21-23 November, 2019.
陳昭和、陳聰毅、林盟富、蕭學良、胡武誌、黃登淵、文成康，“基於深度學習之運動模糊影像之復原方法”，The 24th International Conference on Technologies and Applications of Artificial Intelligence，台灣，高雄，21-23 November, 2019.
黃登淵、謝溢傑、王喻筠，“應用深度學習於物體分割之研究”，第廿一屆海峽兩岸資訊技術研討會(CSIT2019)，中壢，台灣，October, 28-30, 2019.
Deng-Yuan Huang, Wu-Chih Hu and Jing-Yan Yang, “Effect of encoder-decoder variants on the performance of image semantic segmentation,” Proceedings of the 32th Conference on Computer Vision, Graphics and Image Processing (CVGIP2019), Taitung, Taiwan, 25-27 August, 2019.
胡武誌、林郁汶、林山恩、彭聖文、黃登淵，“植基於人臉影像及深度學習之性別辨識”，第十八屆離島資訊技術與應用研討會(ITAOI2019)，台中，台灣，May 24-26，2019，pp. 1-4.
曾文彥、柯建全、許庭瑞、黃登淵，“基於深度學習網路模型的細胞核自動偵測系統”，第十八屆離島資訊技術與應用研討會(ITAOI2019)，台中，台灣，May 24-26，2019，pp. 866-870.
Deng-Yuan Huang, Wu-Chih Hu and Wen-Lung Lin, “Comparison of transfer learning and fine-tuning on the performance of vehicle classification,” Proceedings of the 31th Conference on Computer Vision, Graphics and Image Processing (CVGIP2018), Tainan, Taiwan, 19-21 August, 2018.
陳昭和、陳聰毅、洪祥恩、黃登淵、文成康，“教室內學生上課認真辨識系統”，第十七屆離島資訊技術與應用研討會(ITAOI2018)，澎湖，台灣，May 25-27，2018，pp. 843-847.
陳昭和、陳聰毅、楊炎萍、黃登淵、文成康，“運動型攝影之畫面穩定系統”，第十七屆離島資訊技術與應用研討會(ITAOI2018)，澎湖，台灣，May 25-27，2018，pp. 848-853.
陳昭和、陳聰毅、洪祥恩、黃登淵，“學生上課姿態之即時分析系統”，第七屆網路智能與應用研討會(NCWIA2017)，高雄，台灣，Nov. 6，2017，pp. 45-48.
陳昭和、陳聰毅、伍健和、黃登淵，“移動式即時人臉搜尋系統”，第七屆網路智能與應用研討會(NCWIA2017)，高雄，台灣，Nov. 6，2017，pp. 49-54.
陳昭和、陳聰毅、楊炎萍、黃登淵，“大幅晃動視訊之即時穩定方法”，第七屆網路智能與應用研討會(NCWIA2017)，高雄，台灣，Nov. 6，2017，pp. 55-59.
黃登淵、楊幃傑、林文龍、黃泊祥，“智慧鞋墊於銀髮族之跌倒偵測及定位追蹤”，第二十三屆台灣網際網路研討會(TANET2017)，台中，台灣，Oct. 25-27, 2017, pp. 358-363.
黃登淵、劉立彬、楊幃傑，“應用雲端辨識技術於手機名片系統之建立，” 第二十四屆全國自動化科技研討會論文集(Automation 2016)，台中，台灣，Nov. 4-5，2016.
陳昭和、陳聰毅、黃登淵、馮凱偉，“影像式前車暨距離之偵測方法，” 第六屆網路智能與應用研討會論文集(NCWIA2016)，高雄，台灣，July 15-16，2016.
黃登淵、黃啓倫，“應用運動分割技術於學生上課狀態之分析，”數位生活科技研討會(DLT2016)，屏東，台灣，June 18-19, 2016, pp.169-172.
陳昭和、陳聰毅、林信宇、郭志賓、黃登淵，“開放空間之人臉偵測與追蹤系統，”第十五屆離島資訊技術與應用研討會論文集(ITAOI2016)，屏東，台灣，May 20-21, 2016, pp. 929-934.
陳聰毅、陳昭和、駱冠銘、伍健和、黃登淵，“全天候車載視覺之移動物偵測系統，”第十五屆離島資訊技術與應用研討會論文集(ITAOI2016)，屏東，台灣，May 20-21, 2016, pp. 935-941.
Wu-Chih Hu, Deng-Yuan Huang, Chao-Ho Chen, Yi-Jen Su, and Chao-Te Wu, “Forgery detection for composite images,” Proceedings of the 28th Conference on Computer Vision, Graphics and Image Processing (CVGIP2015), Yilan, Taiwan, 17-19 August, 2015.
黃登淵、吳偉生、陳建勛，“植基於識別即服務之人臉辨識系統實現，”數位生活科技研討會(DLT2015)，高雄，台灣，June 26-27, 2015, pp.1-6.
胡武誌、張佑祥、賴佑政、黃登淵，"遺留物持有人與遺失物擷取者偵測，" 第十四屆離島資訊技術與應用研討會論文集(ITAOI2015)，澎湖，台灣，May 22-23, 2015, pp. 891-897.
黃登淵、黃靖甯、胡武誌、孫宛琳、劉立彬，"一種基於影像分區之有效特徴擷取與匹配方法，" 台灣網際網路研討會(TANET2014)，高雄，台灣，October 22-24, 2014.
黃登淵、蔣慶栩、白思芸，“應用智慧型手機藍牙通信與CAN傳輸技術於無線模型車控制，” 數位生活科技研討會論文集(DLT2014)，高雄，台灣，June 20-21，2014.
黃登淵、林大為、戴世桓、吳偉生，“基於秩轉換與雙樹複數小波特徵擷取之人臉辨識，”第十三屆離島資訊技術與應用研討會論文集(ITAOI2014)，屏東，台灣，May 23-24, 2014.
黃登淵、周志鴻、林大為、孫宛琳，“基於FFT與PCA抗壓縮失真之影像偽造偵測，”第四屆網路智能與應用研討會論文集(NCWIA2014)，澎湖，台灣，May 2-3，2014.
陳聰毅、陳昭和、黃登淵、林俞均、陳柏欽，“異常視訊畫面之即時檢測方法，” 第四屆網路智能與應用研討會論文集(NCWIA2014)，澎湖，台灣，May 2-3，2014.
黃登淵、戴世桓、林大為、胡武誌，“基於雙樹複數小波轉換之人臉辨識，”全國計算機會議(NCS)論文集，台中，台灣，December 13-14, 2013.
胡武誌、莊曲霖、陳昭和、黃登淵，“植基於奇異值分解之遺留物與遺失物偵測法，” 全國計算機會議(NCS)論文集，台中，台灣，December 13-14, 2013.
胡武誌、林裕民、陳敬杰、曾昱尊、黃登淵，“植基於SVD及DCT之移動複製的偽造影像偵測,” 數位生活科技研討會論文集(DLT2013)，雲林，台灣，June 27-28, 2013, pp. 364-367.
黃登淵、周志鴻、林大為，“使用於影像複製區塊偵測之通用加速方法研究,” 第十二屆離島資訊技術與應用研討會論文集(ITAOI2013)，金門，台灣，May 24-26, 2013, pp. 239-244.
Wu-Chih Hu and Jung-Fu Hsu, and Deng-Yuan Huang, “Automatic video matting using closed-form matting based on automatic generating trimaps,” Proceedings of the 25th Conference on Computer Vision, Graphics and Image Processing (CVGIP2012), Nantou, Taiwan, Aug. 12-14, 2012.
黃登淵、林大為、鄭至翔、王哲民，“基於混合式特徵擷取之步態行人身份識別方法,”第十一屆離島資訊技術與應用研討會論文集(ITAOI2012)，澎湖，台灣，May 25-26, 2012, pp. 641-646.
Wu-Chih Hu, Deng-Yuan Huang, Zong-Che Wu, and Zi-Aa Liu, “Semi-automatic video matting using block matching-based spectral matting,” Proceedings of the 24th Conference on Computer Vision, Graphics and Image Processing (CVGIP2011), Chiayi, Taiwan, Aug. 22-24, 2011.
Wu-Chih Hu, Deng-Yuan Huang, and Jui-Ting Hsu, “Real-time and reliable vision-based smile detection,” Proceedings of Symposium on Digital Life Technologies, Yunlin, Taiwan, July 7-8, 2011.
黃登淵、徐茂翔，“基於鑑別性特徵之超暗人臉辨識,” 第二十八屆組合數學與計算機理論研討會論文集，澎湖，台灣，May 27-28, 2011, pp. 179-184.
黃登淵、莊荃瑋、曾俊瑋，“應用步態分析於弱勢族群之識別,” 第十屆離島資訊技術與應用研討會論文集(ITAOI2011)，台東，台灣，May 13-14, 2011.
林春日、黃登淵、鄭至翔，“智慧型行車控制與管理系統,” 第十五屆車輛工程學術研討會論文集，台南，台灣，Nov. 26, 2010, E-015.
Deng-Yuan Huang, Wu-Chih Hu, Ta-Wei Lin, and Chia-Hung Wang, “Automatic threshold determination based on an FPGA for a real-time image processing system,” Proceedings of the 23th Conference on Computer Vision, Graphics and Image Processing (CVGIP2010), Kaohsiung, Taiwan, Aug. 15-17, 2010, pp. 423-428.
Wu-Chih Hu, Deng-Yuan Huang, and Wei-Hao Chen, “Wide FOV surveillance using adaptive wide FOV image stitching based on an IP camera on a rotational platform,” Proceedings of the 23th Conference on Computer Vision, Graphics and Image Processing (CVGIP2010), Kaohsiung, Taiwan, Aug. 15-17, 2010, pp. 429-436.
黃登淵、王瑩瑋、陳靜宜， “基於Gabor特徵與支持向量機之車胎紋路辨識”，第九屆離島資訊技術與應用研討會論文集(ITAOI2010)，屏東，台灣，May 28-29，2010.
Deng-Yuan Huang, Chun-Jih Lin, Ching-I Chen, and Mu-Song Chen, “Face recognition based on discriminating features by histogram matching method,” Proceedings of the 17th National Conference on Fuzzy Theory and Its Application, Kaohsiung, Taiwan, Dec. 18-19, 2009, pp. 1033-1038.
Mu-Song Chen, Hao-Wei Ye, and Deng-Yuan Huang, “A learnable message scheduling controller with structure adaptation on controller area network,” Proceedings of the 17th National Conference on Fuzzy Theory and Its Application, Kaohsiung, Taiwan, Dec. 18-19, 2009, pp. 1175-1180.
Deng-Yuan Huang, Wu-Chih Hu, and Chun-Jih Lin, “Face recognition based on multi-class support vector machine and Fisher linear discriminant method,” Proceedings of the 22th Conference on Computer Vision, Graphics and Image Processing (CVGIP2009), Nantou, Taiwan, Aug. 23-25, 2009, pp. 1433-1440.
Wu-Chih Hu, Deng-Yuan Huang, Ching-Yu Yang and Jung-Fu Hsu, “Robust ship tracking based on wave ripple removing,” Proceedings of the 22th Conference on Computer Vision, Graphics and Image Processing (CVGIP2009), Nantou, Taiwan, Aug. 23-25, 2009, pp. 1638-1643.
黃登淵、林春日、徐茂翔、陳靜宜，“基於AdaBoost與SVM之二階段式人臉偵測"，第八屆離島資訊技術與應用研討會論文集(ITAOI2009)，金門，May 22-24，2009，pp. 544-550。
黃登淵、謝珍珍、莊頌祥，“人臉移動之即時軌跡追蹤”，第三屆智慧生活科技研討會(ILT2008)，國立勤益科技大學，台中，Jun. 6-7，2008.
黃登淵、謝珍珍、莊頌祥，“即時人臉偵測與人臉追蹤”，第七屆離島資訊與應用研討會論文集(ITAOI2008)，澎湖，May 30-31，2008.
黃登淵、楊晏和、謝珍珍，“基於SVM與LDA演算法之人臉辨識”，2007第十二屆人工智慧與應用研討會論文集，雲林，Nov. 16-17，2007.
Deng-Yuan Huang, Ming-Chih Lai, Chun-Jih Lin, “Wavelet-based Face Recognition using a Modified LDA method,” Proceedings of the 20th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP2007), Miaoli, Taiwan, August 19-21, 2007, pp. 333-340.
黃登淵、王嘉宏、謝珍珍，“影像邊緣偵測閥值參數化之系統晶片設計”，2007 Intelligent Systems Conference on Engineering Applications論文集，台南，March 20，2007.
黃登淵、王嘉宏、謝珍珍，“以FPGA實現閥值參數化之Sobel影像邊緣偵測演算法”，2007年資訊科技國際研討會論文集，台中，April 28，2007.
黃登淵、陳南樺，“基於知識與特徵方法於人臉偵測之研究”，2007年再生能源科技與應用研討會論文集，彰化，Mar. 30，2007.
黃登淵、楊晏和，“PCA與基於小波LDA演算法之人臉辨識研究”，2007年再生能源科技與應用研討會論文集，彰化，Mar. 30，2007.
黃登淵、莊國楨、賴明志、林春日，“多重人臉偵測演算法之研究”，2006年現代電機科技研討會論文集，嘉義，Jun. 2-3，2006.
黃登淵、陳南樺、楊晏和、林春日，“以LQR+FUZZY控制法則實現倒單擺之直立定位,” 2006年現代電機科技研討會論文集，嘉義，Jun. 2-3，2006.
黃登淵、周德昱、林春日、林芳蔚，“以LQR+PI控制法則實現倒單擺之直立定位,” 2005年中華民國自動控制研討會論文集，台南，Nov. 18-19，2005.
黃登淵、杜光明、莊國楨，“火警授信總機控制系統之設計開發”，2005年中華民國自動控制研討會論文集，台南，Nov. 18-19，2005.
黃登淵、林春日，“微晶片監控太陽能發電系統之設計與實現”，2004年中華民國自動控制研討會論文集，pp. 703-708，彰化，Mar. 26-27，2004.
黃登淵、黃聰謀，“倒傳遞類神經網路於函數模擬之應用”，2004年中華民國自動控制研討會論文集，pp. 496-500，彰化，Mar. 26-27，2004.
(四)、專利技術
黃登淵、王喻筠：中華民國新型專利(2020)，“不規則器件塗裝表面顏色辨識之設備”，證書號：M603527，專利權期間：2020/11/1~2030/5/28
黃登淵、林春日與楊瑋傑：中華民國新型專利(2016)，“智慧型健康管理及追蹤系統之鞋墊”，證書號：M532756，專利權期間：2016/12/1~2026/4/20
黃登淵、林春日：中華民國新型專利(2011)，“無線式電動機車狀態之檢測系統”，證書號：M414358，專利權期間：2011/10/21~2021/5/4
(五)、技術報告
黃登淵，“應用深度學習於行車記錄器中車輛行為預測之研究”，科技部結案報告 MOST-107-2221-E-212-012. (107.8.1~108.10.31)
黃登淵，“應用深度學習於行車記錄器中車輛偵測與追蹤系統之研究”， 科技部結案報告 MOST-106-2221-E-212-013. (106.8.1~107.10.31)
黃登淵，"運用資通訊技術實現銀髮族健康狀態偵測及追踪監控系統"， 科技部結案報告 MOST-104-2218-E-212-001. (104.9.1~105.8.31)
黃登淵，“應用影像辨識技術於行動名片雲之開發”， 科技部結案報告 MOST-104-2221-E-212-005. (104.8.1~105.7.31)
黃登淵，“基於影像技術之即時反饋與輔助教學系統”，國科會結案報告 NSC-102-2221-E-212-015. (102.8.1~103.7.31)
黃登淵，“運用於社區空間之看護式視訊監控系統”，國科會結案報告 NSC-101-2221-E-212-020. (101.8.1~102.7.31)
黃登淵，“多功能整合式視訊監控系統於購物商場之應用”，國科會結案報告 NSC-100-2221-E-212-020. (100.8.1~101.7.31)
黃登淵，“植基於人及其行為動作之視訊檢索系統”，國科會結案報告 NSC-99-2221-E-212-022. (99.8.1~100.9.30)
黃登淵，“智慧型行車控制與管理系統技術研製”，經濟部在地型學界科專「新型式輕型二輪電動載具車身研製與關鍵技術研發三年計劃」C3子項第二年結案報告，99-EC-17-A-16-S1-127. (99.7.1~100.6.30)
黃登淵，“全自動化硬度量測系統設計與開發”, 國科會結案報告 NSC 98-2622-E-212-010-CC3. (98/07/01～99/06/30)
黃登淵，“智慧型人機互動界面之開發”，國科會結案報告 NSC 97-2221-E-212-035. (97/08/01～98/07/31)
黃登淵， “自然環境下即時人臉辨識系統開發”，國科會結案報告 NSC 96-2221-E-212-033. (96/08/01～97/07/31)
黃登淵，“硬度計自動量測系統設計與開發”，大葉大學建教合作計畫，技術報告DEE-9707. (97/06/01～97/11/30)
黃登淵，“工業用高性能馬達數位驅動器之設計與開發”，國科會結案報告 NSC-95-2622-E-212-004-CC3. (95/05/01～96/04/30)
黃登淵，“單晶片微控制器於非線性系統之設計應用”，國科會結案報告 NSC-94-2213-E-212-018. (94/08/01～95/07/31)
黃登淵，“中鋼轉爐浮溢偵測與預警軟體開發”，大葉大學建教合作計畫，技術報告DEE-9226， 92/12-94/08.
黃登淵，“中鋼#6轉爐動態控制爐氣分析系統解析”，大葉大學建教合作計畫，技術報告DEE-9321，93/10-94/07.
黃登淵、李中益，“VOD吹煉不銹鋼合金及還原劑計算”，中鋼技術報告TS-89069，89/06-89/12.
黃登淵、劉永章、朱銘仁，“#3RH生產低氫鋼種RA[H]≦1.5ppm能力之研究”，中鋼技術報告TE-89018，89/04-89/11.
黃登淵、馮復安、朱銘仁、謝宏志、賴明清、李中益，“提昇#3RH煉製[H]≦1.5ppm之生產能力”，中鋼技術報告PJ-89044，89/12-90/11.
黃登淵、石富順、蔡憲文、王建智、杜德正、陳書正、蔡敏淵，“煉鋼二廠#6BOF冶金控制模式使用現況評估”，中鋼技術報告TS-89111，89/11-90/04.
黃登淵，“轉爐冶金模式及slopping預警技術演進回顧”，中鋼技術報告ST-90001，90/01-90/09.
黃登淵，“煉鋼二廠轉爐冶金模式開發應用”，中鋼技術報告SP-90007， 90/10-94/02.
黃登淵、石富順、蔡憲文、呂學仁、蔡敏淵、杜德正、王木樹，“煉鋼二廠#4~#6轉爐動態控制模式更新與建立”，中鋼技術報告PJ-90059，90/10-91/09.
鄭際昭、黃登淵、黃溫杰，“煉鋼一廠二號轉爐浮溢偵測系統開發”，中鋼技術報告TS-90113，90/12-91/11.
黃登淵、洪明章、郭有益、李武翰，“煉鋼二廠轉爐煉製[N]≦15ppm製程變異成因分析”，中鋼技術報告TE-91006，91/03-91/07.