師資陣容

  • 胡武誌 Wu-Chih Hu
  • 職稱:教授
  • 聯絡電話:(06) 9264115#3503
  • 傳真號碼:(06) 9277361
  • 電子郵件:wchu@npu.edu.twwuchih.hu@gmail.com
  • 連結網址:個人網站
  • 學歷:

    國立臺灣科技大學電機研究所博士。

  • 經歷:

    國立澎湖科技大學

    資訊工程系教授,102.1~

    資訊工程系(科)副教授,90.8~101.12

    資訊工程科助理教授,88.8~90.7。

    資訊管理科助理教授,87.8~88.7。(資工科借調)

    行政兼職:

    海洋資源暨工程學院院長,104.8~110.7

    資訊工程系系主任,98.8~104.7。

    資訊工程系系主任,91.8~94.7。

    資訊工程科科主任,88.8~91.7。

    校長特別助理,87.8~88.7。

  • 專長及研究領域:

    影像處理(Image Processing)

    圖形識別(Pattern Recognition)

    視覺監控(Visual Surveillance)

    物聯網(Internet of Things)

    大數據分析(Big Data Analysis)

    深度學習(Deep Learning)

胡武誌 Wu-Chih Hu

期刊論文:

  1. Wu-Chih Hu, Liang-Bi Chen, Xiang-Rui Huang, and Guan-Zhi Huang, "OrchidNet: A self-supervised learning-based efficient multi-resolution feature fusion convolutional neural network with a lightweight architecture for orchid classification", IEEE Internet of Things Journal (Accepted for publication, 2024/10) (SCI)
  2. Yi-Kuan Hsieh, Jun-Wei Hsieh, Wu-Chih Hu, and Yu-Chee Tseng, "AIoT-based shrimp larvae counting system using scaled multilayer feature fusion network", IEEE Internet of Things Journal, Vol. 11, No. 22, pp. 36438-36451, Nov. 2024. (SCI)
  3. Wu-Chih Hu, Liang-Bi Chen, and Hong-Ming Lin, "A method for abnormal behavior recognition in aquaculture fields using deep learning", IEEE Canadian Journal of Electrical and Computer Engineering, Vol. 47, No. 3, pp. 118-126, Summer 2024. (SCI)
  4. Wu-Chih Hu, Liang-Bi Chen, Bo-Hao Wang, Guo-Wei Li, and Xiang-Rui Huang, "Design and implementation of a full-time artificial intelligence of things-based water quality inspection and prediction system for intelligent aquaculture", IEEE Sensors Journal, Vol. 24, No. 3, pp. 3811-3821, Feb. 2024. (SCI)
  5. Wu-Chih Hu, Liang-Bi Chen, Meng-Heng Hsieh, and Yuan-Kai Ting, "A deep-learning-based fast counting methodology using density estimation for counting shrimp larvae", IEEE Sensors Journal, Vol. 23, No. 1, pp. 527-535, Jan. 2023. (SCI)
  6. Wu-Chih Hu, Liang-Bi Chen, Bo-Kai Huang, and Hong-Ming Lin, "A computer vision-based intelligent fish feeding system using deep learning techniques for aquaculture", IEEE Sensors Journal, Vol. 22, No. 7, pp. 7185-7194, Apr. 2022. (SCI)
  7. Wu-Chih Hu, Hsin-Te Wu, Jun-We Zhan, and Jing-Mi Zhang, "Big data analysis on water quality condition in a white shrimp farming environment", Journal of Internet Technology, Vol. 22, No. 7, pp. 1563-1573, Dec. 2021. (SCI)
  8. 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, Vol. 80, No. 1, pp. 1247-1272, Jan. 2021. (SCI)
  9. Yi-Jen Su, Wu-Chih Hu, Ji-Han Jiang, and Ruei-Ye Su, "A novel LMAEB-CNN model for Chinese microblog sentiment analysis", Journal of Supercomputing, Vol. 76, No. 11, pp. 9127-9141, Nov. 2020. (SCI)
  10. Wu-Chih Hu, Hsin-Te Wu, Hsin-Hung Cho, and Fan-Hsun Tseng, "Optimal route planning system for logistics vehicles based on artificial intelligence", Journal of Internet Technology, Vol. 21, No. 3, pp. 757-764, May 2020. (SCI)
  11. Wu-Chih Hu, Hsin-Te Wu, Yi-Fan Zhang, Shu-Huan Zhang, and Chun-Hung Lo, "Shrimp recognition using ShrimpNet based on convolutional neural network", Journal of Ambient Intelligence and Humanized Computing, Jan. 2020. (https://doi.org/10.1007/s12652-020-01727-3) (SCI)
  12. Hsin-Te Wu, Yi-Jen Su, and Wu-Chih Hu, "A study on blockchain-based circular economy credit rating system", Journal of Internet Technology, Vol. 20, No. 3, pp. 947-954, Jul. 2019. (SCI)
  13. Yi-Jen Su, Hsin-Te Wu, Yue-Qun Chen, and Wu-Chih Hu, "Using CCLM to promote the accuracy of intelligent sentiment analysis classifier for Chinese social media services", Journal of Network Intelligence, Vol. 3, No. 2, pp. 113-125, May, 2018. (EI)
  14. Wu-Chih Hu, Chao-Ho Chen, Yi-Jen Su, and Tzu-Hsing Chang, "Feature-based real-time video stabilization for vehicle video recorder system", Multimedia Tools and Applications, Vol. 77, No. 5, pp. 5107-5127, Mar. 2018. (SCI)
  15. Wu-Chih Hu, Chao-Ho Chen, Tsong-Yi Chen, Min-Yang Peng, and Yi-Jen Su, "Real-time video stabilization for fast-moving vehicle cameras", Multimedia Tools and Applications, Vol. 77, No. 1, pp. 1237-1260, Jan. 2018. (SCI)
  16. 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, Jul. 2017. (SCI)
  17. Hsin-Te Wu, Wu-Chih Hu, Tin-Yu Chou, and Jyun-Jie Lin, "A clownfish monitoring system based on the internet of things", Journal of Network Intelligence, Vol. 2, No. 2, pp. 213-230, May 2017. (EI)
  18. 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)
  19. 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, Jun. 2016. (SCI)
  20. 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)
  21. 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, Vol. 30, pp. 164-180, Jul. 2015. (SCI)
  22. Wu-Chih Hu, Jing-Siou Dai, and Jhih-Syuan Jian, "Effective composite image detection method based on feature inconsistency of image components", Digital Signal Processing, Vol. 39, pp. 50-62, Apr. 2015. (SCI)
  23. Deng-Yuan Huang, Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, and 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)
  24. 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, pp. 043039(1-11), Oct. 2013. (SCI)
  25. Wu-Chih Hu and Wei-Hao Chen, "Effective forgery detection using DCT+SVD-based watermarking for region of interest in key frames of vision-based surveillance", International Journal of Computational Science and Engineering, Vol. 8, No. 4, pp. 297-305, Oct. 2013. (EI)
  26. Wu-Chih Hu and Jung-Fu Hsu, "Automatic spectral video matting", Pattern Recognition, Vol. 46, No. 4, pp. 1183-1194, Apr. 2013. (SCI)
  27. 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, pp. 023005(1-17), Apr. 2013. (SCI)
  28. Deng-Yuan Huang, Ta-Wei Lin, and Wu-Chih Hu, "Implementation of multilevel thresholding process using histogram valley estimation method based on FPGA", Journal of Computers, Vol. 23, No. 3, pp. 1-15, Sep. 2012. (EI)
  29. Wu-Chih Hu, Wei-Hao Chen, and Ching-Yu Yang, "Robust image watermarking based on discrete wavelet transform-discrete cosine transform-singular value decomposition", Journal of Electronic Imaging, Vol. 21, No. 3, pp. 033005(1-7), Jul. 2012. (SCI)
  30. Deng-Yuan Huang, Chao-Ho Chen, Wu-Chih Hu, Shu-Chung Yi, and Yu-Feng Lin, "Feature-based vehicle flow analysis and counting for a real-time traffic surveillance system", Journal of Information Hiding and Multimedia Signal Processing, Vol. 3, No. 3, pp. 282-296, Jul. 2012. (EI)
  31. Wu-Chih Hu, Jia-Jie Jhu, and Cheng-Pin Lin, "Unsupervised and reliable image matting based on modified spectral matting", Journal of Visual Communication and Image Representation, Vol. 23, No. 4, pp. 665-676, May 2012. (SCI)
  32. 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)
  33. Ching-Yu Yang, Chih-Hung Lin, and Wu-Chih Hu, "Reversible data hiding for high-quality images based on integer wavelet transform", Journal of Information Hiding and Multimedia Signal Processing, Vol. 3, No. 2, pp. 142-150, Apr. 2012. (EI)
  34. 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, Feb. 2012. (SCI)
  35. 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, Aug. 2011. (SCI)
  36. Ching-Yu Yang and Wu-Chih Hu, "High-performance reversible data hiding with overflow/underflow avoidance", Journal of the Electronics and Telecommunications Research Institute (ETRI Journal), Vol. 33, No. 4, pp. 580-588, Aug. 2011. (SCI)
  37. Deng-Yuan Huang, Chun-Jih Lin and 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, Vol. 2, No. 3, pp. 204-216, Jul. 2011. (EI)
  38. 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)
  39. 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, Vol. 2, No. 2, pp. 123-132, Apr. 2011. (EI)
  40. Ching-Yu Yang, Chih-Hung Lin, and Wu-Chih Hu, "Reversible data hiding by adaptive IWT-coefficient adjustment", Journal of Information Hiding and Multimedia Signal Processing, Vol. 2, No. 1, pp. 24-34, Jan. 2011. (EI)
  41. Ching-Yu Yang, Wu-Chih Hu, and Chih-Hung Lin, "Reversible data hiding by coefficient-bias algorithm", Journal of Information Hiding and Multimedia Signal Processing, Vol. 1, No. 2, pp. 91-100, Apr. 2010. (EI)
  42. Wu-Chih Hu, "Multiprimitive segmentation based on meaningful breakpoints for fitting digital planar curves with line segments and conic arcs", Image and Vision Computing, Vol. 23, No. 9, pp. 783-789, Sep. 2005. (SCI)
  43. Wu-Chih Hu and Hsin-Teng Sheu, "Efficient and consistent method for superellipse detection", IEE Proceedings-Vision, Image and Signal Processing, Vol. 148, No. 4, pp. 227-233, Aug. 2001. (SCI) (It was split into IET Signal Processing, IET Image Processing, and IET Computer Vision from 2007.)
  44. Wu-Chih Hu and Hsin-Teng Sheu, "Quadratic B-spline for curve fitting", Proceedings of the National Science Council, R.O.C., Part A: Physical Science and Engineering, Vol. 24, No. 5, pp. 373-381, Oct. 2000. (EI)
  45. Hsin-Teng Sheu and Wu-Chih Hu, "Multiprimitive segmentation of planar curves---A two-level breakpoint classification and tuning approach", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 21, No. 8, pp. 791-797, Aug. 1999. (SCI)

研討會論文:

  1. Xiang-Rui Huang, Yi-Cheng Chen, Liang-Bi Chen, and Wu-Chih Hu, “A ShuffleNet architecture-based multi-layer feature scaling and fusion approach for underwater net cage damage detection in aquaculture,” The 9th International Conference on Consumer Electronics Asia (ICCE-Asia 2024), Da Nang, Vietnam, Nov. 3-6, 2024.
  2. Wu-Chih Hu, Liang-Bi Chen, Po-Ju Yu, Ming-Yuan Wu, Kai-Hung Chen, Xiang-Rui Huang, " A deep learning-based underwater image enhancement scheme for turbid underwater,” The 6th International Conference on Computer Communication and the Internet (ICCCI 2024), Tokyo, Japan, Jun. 14-16, 2024.
  3. Wu-Chih Hu, Liang-Bi Chen, Po-Ju Yu, Ming-Yuan Wu, Wei-Jia Huang, and Kai-Hung Chen, "A deep learning-based white shrimp body length and bait detection methodology for turbid underwater aquaculture environment," The 5th International Conference on Computer Communication and the Internet (ICCCI 2023), Fujisawa, Japan, Jun. 23-25, 2023.
  4. Wu-Chih Hu, Liang-Bi Chen, Bo-Hao Wang, Gui-Wei Li, and Xiang-Rui Huang, "An AIoT-based water quality inspection system for intelligent aquaculture," 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022), Osaka, Japan, Oct. 18-21 2022.
  5. Wu-Chih Hu, Guan-Zhi Huang, Xiang-Rui Huang, Wei-Chien Wang, and Liang-Bi Chen, "A Self-Supervised Learning-Based Computer Recognition Platform for Orchidaceae Classification," 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022), Osaka, Japan, Oct. 18-21 2022.
  6. Xiang-Rui Huang, Wei-Han Chen, Wen-Yu Pai, Guan-Zhi Huang, Wu-Chih Hu, and Liang-Bi Chen, "An AI edge computing-based robotic automatic guided vehicle system for cleaning garbage," 2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech 2022), Osaka, Japan, Mar. 7-9, 2022.
  7. Xiang-Rui Huang, Wei-Han Chen, Wu-Chih Hu, and Liang-Bi Chen, "An AI edge computing-based robotic arm automated guided vehicle system for harvesting pitaya," 2022 IEEE 40th International Conference on Consumer Electronics (ICCE 2022), Las Vegas, NV, USA, Jan. 7-9, 2022.
  8. Wu-Chih Hu, Hsin-Te Wu, Jun-We Zhan, and Jing-Mi Zhang, "Developing Intelligent Feeding Systems based on Deep Learning", 2020 International Conference on Intelligent Computing and Its Emerging Applications (ICEA 2020), Gangwon, Korea, Dec. 12-15, 2020.
  9. Wu-Chih Hu, Hsin-Te Wu, Fan-Hsun Tseng, Jun-We Zhan, and Jing-Mi Zhang, "Using water monitoring to analyze the livability of white shrimp", The 3rd EAI International Conference on 6G for Future Wireless Networks (EAI 6GN 2020), Cyberspace (Tianjin, China), Aug. 15-16, 2020.
  10. Hsin-Te Wu, Wu-Chih Hu, and Bing-Wei Jiang, "General-purpose intelligent management system of logistics fleet", The 2019 International Conference on Intelligent Computing and Its Emerging Applications (ICEA 2019), Tainan, Taiwan, Aug. 30-Sep. 1, 2019.
  11. Wu-Chih Hu, Hsin-Te Wu, Yi-Fan Zhang, Shu-Huan Zhang, and Chun-Hung Lo, "Recognition of white shrimp using CNN-based deep learning", International Conference on Innovative Computing and Management Science (ICMS 2019), Osaka, Japan, Jul. 19-22, 2019.
  12. Hsin-Te Wu, Jun-Wei Zhan, and Wu-Chih Hu, "A clicks-and-mortar information exchange mechanism based on blockchain technology", The 9th International Conference on Web Intelligence, Mining and Semantics (WIMS 2019), Seoul, Korea, Jun. 26-28, 2019.
  13. Yi-Jen Su, Pei-Yu Huang, Wu-Chih Hu, Hsuan-Yu Lin, Chen-Yu Kao, Shan-Hsiung Hsieh,and Chun-Li Lin, "Using feature selection to improve performance of three-tier intrusion detection system", The 33rd International Conference on Advanced Information Networking and Applications (AINA-2019), Matsue, Japan, Mar. 27-29, 2019.
  14. Hsin-Te Wu, Wu-Chih Hu, Ping-He Tsai, and Tsai-i Cheng, "Intelligent agriculture system with mobile features", 2018 Internatinonal Computer Symposium (ICS 2018), Yunline, Taiwan, Dec. 20-22, 2018.
  15. 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", The 2018 International Conference on Engineering, Science and Applications (ICESA 2018), Tokyo, Japan, Aug. 22-24, 2018.
  16. Chao-Ho Chen, Tsong-Yi Chen, Deng-Yuan Huang, Wu-Chih Hu, Zhi-Bin Guo, and Cheng-Kang Wen, "Real-time face detection in big crowed through face candidates", The 8th International Congress on Engineering and Information (ICEAI 2018), Sapporo, Japan, May 1-4, 2018.
  17. Yi-Jen Su, Huang-Wei Huang, and Wu-Chih Hu, "Using idiomatic expression for Chinese sentiment analysis", Proceedings of the 10th IEEE International Conference on Ubi-media Computing (Ubi-Media 2017), Pattaya, Thailand, Aug. 1-4, 2017.
  18. Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu and Yi-Jen Su, “Multiple-vehicle detection using single-lens car camera on urban/suburb roads”, The 7th International Congress on Engineering and Information (ICEAI 2017), Kyoto, Japan, May 9-11, 2017.
  19. 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 15th International Conference on Information and Management Sciences, Xining, China, Aug. 3-8, 2016.
  20. Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, and Ji-Yi Yang, "A Real-time video restoration method for motion-blurred frames based on motion vector", Proceedings of the 5th International Congress on Engineering and Information (ICEAI 2016), pp. 214-221, Osaka, Japan, May 10-12, 2016.
  21. 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", Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)--The First International Workshop on Innovative Technologies in Informatics and Networking (WITIN-2016), pp. 902-907, Le Régent Congress Centre, Crans-Montana, Switzerland, Mar. 23-25, 2016.
  22. Chao-Ho Chen, Tsong-Yi Chen, Wu-Chih Hu, and Min-Yang Peng, "Video stabilization for fast moving camera based on feature point classification", Proceedings of the Third International Conference on Robot, Vision and Signal Processing (RVSP2015), pp. 10-13, Kaohsiung, Taiwan, Nov. 18-20, 2015.
  23. 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", Proceedings of the 29th International Conference on Image and Vision Computing New Zealand (IVCNZ 2014), pp. 265-270, Hamilton, New Zealand, Nov. 19-21, 2014.
  24. Chao-Ho Chen, Tsong-Yi Chen, Yu-Chun Lin, and Wu-Chih Hu, "Moving-object intrusion detection based on Retinex-enhanced method", Proceedings of the 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2014), pp. 281-284, Kitakyushu, Japan, Aug. 27-29, 2014.
  25. Tsong-Yi Chen, Chao-Ho Chen, Tzu-Feng Tseng, Guan-Ming Luo, and Wu-Chih Hu, "HDR enhancement based on bi-curve mapping for image sequences", Proceedings of the 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2014), pp. 285-288, Kitakyushu, Japan, Aug. 27-29, 2014.
  26. Wu-Chih Hu, Chao-Ho Chen, Chih-Min Chen, and Tsong-Yi Chen, "Effective moving object detection from videos captured by a moving camera", Proceedings of the First Euro-China Conference on Intelligent Data Analysis and Applications (ECC2014), Vol. 1, pp. 343-353, Shenzhen, China, Jun. 13-15, 2014.
  27. Chao-Ho Chen, Tsong-Yi Chen, Min-Tsung Wu, Tsann-Tay Tang, and Wu-Chih Hu, "License plate recognition for moving vehicles using a moving camera", Proceedings of the 9th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2013), pp. 497-500, Beijing, China, Oct. 16-18, 2013.
  28. Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, and Chih-Hung Chou, "Boosting scheme for detecting region duplication forgery in digital images", Proceedings of the 7th International Conference on Genetic and Evolutionary Computing (ICGEC2013), pp. 125-133, Prague, Czech Republic, Aug. 25-27, 2013.
  29. 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", Proceedings of the 6th International Conference on Genetic and Evolutionary Computing (ICGEC2012), pp. 245-248, Kitakyushu, Japan, Aug. 25-28, 2012.
  30. Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, and Mu-Song Chen, "Face recognition based on collaborative image similarity assessment", Proceedings of the 2012 International Conference on Information Security and Intelligence Control (ISIC2012), pp. 256-259, Yunlin, Taiwan, Aug. 14-16, 2012.
  31. Ching-Yu Yang, Chih-Hung Lin, and Wu-Chih Hu, "Lossless data hiding based on smart boundary adjustment", Proceedings of the 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2012), pp. 55-58, Piraeus-Athens, Greece, Jul. 18-20, 2012.
  32. Wu-Chih Hu and Jung-Fu Hsu, "Automatic image matting using component-hue-difference-based spectral matting", Proceedings of the 4th Asian Conference on Intelligent Information and Database Systems (ACIIDS2012), Prat II, pp. 148-157, Kaohsiung, Taiwan, Mar. 19-21, 2012.
  33. Deng-Yuan Huang, Wu-Chih Hu, Chuan-Wei Chuang, Mu-Song Chen, and Chien-Chuan Ko, "Gait recognition of pedestrians based on Fourier Descriptor and Support Vector Machine", Proceedings of the 11th International Conference on Hybrid Intelligent Systems (HIS2011), pp. 601-604, Malacca, Malaysia, Dec. 5-8, 2011.
  34. Wu-Chih Hu, Ching-Yu Yang, Deng-Yuan Huang and Seung-Yuan Liao, "Block polarity and AC correlation-based robust video watermarking for H.264/AVC", Proceedings of the First International Conference on Robot, Vision and Signal Processing (RVSP2011), pp. 36-39, Kaohsiung, Taiwan, Nov. 21-23, 2011.
  35. Ying-Wei Wang, Deng-Yuan Huang, Wu-Chih Hu, and Chun-Ying Ho, "Bloodstain segmentation in color image", Proceedings of the First International Conference on Robot, Vision and Signal Processing (RVSP2011), pp. 52-55, Kaohsiung, Taiwan, Nov. 21-23, 2011.
  36. Ching-Yu Yang, Chih-Hung Lin, and Wu-Chih Hu, "Prediction-based lossless data hiding by adaptive coefficient-bias algorithm", Proceedings of the 7th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2011), pp.65-68, Dalian, China, Oct. 14-16, 2011.
  37. Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, Mu-Song Chen, "Eye detection based on skin color analysis with different poses under varying illumination environment", Proceedings of the 5th International Conference on Genetic and Evolutionary Computing (ICGEC2011), pp. 252-255, Kinmen (Taiwan)/Xiamen (China), Aug. 29-Sep. 1, 2011.
  38. 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), pp. 683-686, Shenzhen, China, Dec. 13-15, 2010.
  39. Deng-Yuan Huang, Ta-Wei Lin, Chun-Ying Ho, and Wu-Chih Hu, "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), pp. 687-690, Shenzhen, China, Dec. 13-15, 2010.
  40. 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), Vol. 3, pp. 11-20, Kaohsiung, Taiwan, Nov. 10-12, 2010.
  41. Deng-Yuan Huang, Wu-Chih Hu, Ying-Wei Wang, and Ching-I Chen, "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), Vol. 3, pp. 92-101, Kaohsiung, Taiwan, Nov. 10-12, 2010.
  42. Ching-Yu Yang, Chih-Hung Lin, and Wu-Chih Hu, "Reversible watermarking by coefficient adjustment method", Proceedings of the 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2010), pp. 39-42, Darmstadt, Germany, Oct. 14-17, 2010.
  43. 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), pp. 1-4, Kyoto, Japan, Sep. 12-14, 2009.
  44. Ching-Yu Yang, Wu-Chih Hu, Po-Yen Chang, and Chang-Min Hwang, "A semi-fragile reversible data hiding by coefficient-bias algorithm", Proceedings of the 5th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2009), pp. 132-135, Kyoto, Japan, Sep. 12-14, 2009.
  45. Ching-Yu Yang and Wu-Chih Hu, "Digital watermarking in the spatial and transform domain", Proceedings of the 7th International Conference on Computing, Communications and Control Technologies (CCCT2009), pp. 159-164, Orlando, Florida, USA, July 10-13, 2009.
  46. Wu-Chih Hu, "Adaptive template block-based block matching for object tracking", Proceedings of the 8th International Conference on Intelligent Systems Design and Applications (ISDA2008), Vol. 1, pp. 61-64, Kaohsiung, Taiwan, Nov. 26-28, 2008.
  47. Wu-Chih Hu, Ching-Yu, Yang, and Pin-Kuo Chen, "Generating wide FOV video without ghost based on multicamera setup", Proceedings of the 3rd International Conference on Innovative Computing, Information and Control (ICICIC2008), pp. 170-173, Dalian, China, June 18-20, 2008.
  48. Ching-Yu Yang, Wu-Chih Hu, and Jen-Yuan Lai, "DCT-based watermarking by quotient-embedding algorithm", Proceedings of the 3rd International Conference on Innovative Computing, Information and Control (ICICIC2008), pp. 20-23, Dalian, China, June 18-20, 2008.
  49. Wu-Chih Hu, Yu-Jen Kuo, and Pin-Kuo Chen, "Multi-intruder tracking and classification of visual surveillance in net cage system", Proceedings of 2008 International Conference on Advanced Information Technologies, Taichung, Taiwan, April 25-26, 2008.
  50. Wu-Chih Hu, Chin-Hao Chang, Ya-Fang Liang, and Chen-Tsung Wu, "Creating wide field-of-view video using multicamera", Proceedings of the 2nd International Conference on Innovative Computing, Information and Control (ICICIC2007), pp. 239-242, Kumamoto, Japan, Sep. 5-7, 2007.
  51. Wu-Chih Hu, Chin-Hao Chang, Ya-Fang Liang, and Chen-Tsung Wu, "An effective blending method for panoramic images in image-based virtual reality", Proceedings of 2007 International Conference on Advanced Information Technologies, Taichung, Taiwan, April 28, 2007.
  52. Wu-Chih Hu, "Object decomposition based on superellipses", Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC2006), Vol. III, pp. 333-336, Beijing, China, Aug. 30-Sep. 1, 2006.

經濟部ITE數位內容遊戲企劃專業人員(Game Designer IT Expert)

微軟專業應用技術國際認證/網路安全管理工程師核心能力(Microsoft Technology Associate (MTA)/Security Fundamentals)

微軟專業應用技術國際認證/伺服器管理工程師核心能力(Microsoft Technology Associate (MTA)/Windows Server Administration Fundamentals)

微軟專業應用技術國際認證/資料庫管理工程師核心能力(Microsoft Technology Associate (MTA)/Database Administration Fundamentals)

國際項目:

  1. 榮獲「2020 ACM International Conference on Intelligent Computing and Its Emerging Applications (ACM ICEA 2020)」最佳論文獎
  2. 榮獲「The 33rd International Conference on Advanced Information Networking and Applications (AINA-2019)」最佳論文獎
  3. 榮獲2014年(第1屆) 高雄國際發明展金牌獎(雲端行車紀錄器)
  4. 榮獲「The 7th International Conference on Genetic and Evolutionary Computing (ICGEC2013)」最佳論文獎
  5. 榮獲「The 2012 International Conference on Information Security and Intelligence Control (ISIC2012)」最佳論文獎
  6. 榮獲2012年(第27屆) INPEX美國匹茲堡國際發明展金牌獎(A Training System of Internet of Thing and Wireless Sensor Network)
  7. 榮獲2012年(第27屆) INPEX美國匹茲堡國際發明展銀牌獎(Cloud Computing Based Vehicle Driving Recorder Machine)
  8. 榮獲「The 4th Asian Conference on Intelligent Information and Database Systems (ACIIDS2012)」最佳論文獎
  9. 榮獲「The First International Conference on Robot, Vision and Signal Processing (RVSP2011)」最佳論文獎
  10. 榮獲2011年(第63屆) IENA德國紐倫堡國際發明展銀牌獎(Hand Gesture Controller, System and Method)
  11. 榮獲「The 4th International Conference on Genetic and Evolutionary Computing (ICGEC2010)」最佳論文獎

國內項目:

  1. 榮獲「2024台灣網際網路研討會(TANET2024)」最佳論文獎
  2. 榮獲「110年度科技部產學合作計劃成果發表暨績效考評」優良獎
  3. 榮獲102年度「教育部補助大專校院實施特殊優秀人才彈性薪資」獎勵(102.8.31~105.8.30共三年)
  4. 榮獲102、103、104、105、106、107、108、109、110、111、112、113年度「 科技部補助大專校院獎勵特殊優秀人才」獎勵
  5. 榮獲「109年度科技部產學合作計劃成果發表暨績效考評」優良獎
  6. 榮獲「第十屆網路智能與應用研討會(NCWIA2020)」最佳論文獎
  7. 榮獲「2019數位生活科技研討會(DLT2019)」優良論文獎
  8. 榮獲「第六屆網路智能與應用研討會(NCWIA2016)」最佳論文獎
  9. 榮獲「2015數位生活科技研討會(DLT2015)」優良論文獎
  10. 榮獲「第四屆網路智能與應用研討會(NCWIA2014)」最佳論文獎
  11. 榮獲國立澎湖科技大學九十六學年度教學優良教師
  12. 指導專題「植基於DWT及SVD之移動複製的偽造影像偵測」榮獲2014年全校專題製作競賽電資與數位媒體群第二名
  13. 指導專題「強健性的合成影像偽造偵測研究」榮獲2013年全校專題製作競賽電資與數位媒體群第一名
  14. 指導專題「影像浮水印技術應用在視覺監控的研究」榮獲2012年全校專題製作競賽電資與數位媒體群第一名
  15. 指導專題「移動複製的影像偽造之強健偵測研究」榮獲2012年全校專題製作競賽電資與數位媒體群第三名
  16. 指導專題「影像浮水印技術應用在視訊監控的研究」榮獲第二屆「智慧感知與辨識」領域專題成果發表觀摩會--智慧感知與辨識組佳作
  17. 榮獲「2011數位生活科技研討會(DLT2011)」佳作論文獎
  18. 指導專題「植基於光譜去背之半自動化視訊去背研究」榮獲「2011南區技專校院師生產學合作實務專題製作競賽」之「工程科技」類組亞軍
  19. 指導專題「植基於光譜去背之半自動化視訊去背研究」榮獲2011年全校專題製作競賽電資類第二名
  20. 指導專題「植基於視覺監控之室內小丑魚養殖的自動投餌系統」榮獲第一屆「智慧感知與辨識」領域專題成果發表觀摩會--多媒體應用組佳作
  21. 帶領資訊志工團隊(澎湖TAKO領隊)榮獲教育部資訊志工競賽--98年度傑出團隊銀質獎
  22. 指導專題「植基於影像透明度分析之影像去背與合成的研究」榮獲2010年全校專題製作競賽電資類第三名
  23. 指導專題「路口監控下之即時人臉追蹤系統的研究」榮獲2009年全校專題製作競賽電資類第二名
  24. 指導專題「移動物分割及背景置換之多媒體視訊的研究」榮獲2009年全校專題製作競賽電資類第三名
  25. 指導專題「在視覺監控下進行多移動船隻的追蹤與辨識」榮獲2008年全校專題製作競賽電資類第二名
  26. 指導專題「影像式虛擬實境之廣角視訊的研究與實作」榮獲九十五學年度全校專題製作競賽電資類第一名
  27. 指導專題「線上英文能力測驗分級系統」榮獲九十一學年度全校專題製作競賽管理類組第二名
  28. 指導專題「3D虛擬實境線上遊戲」榮獲九十一學年度全校專題製作競賽其他類組第二名

國科會計畫案:

  1. 胡武誌,主持人,海上智慧箱網養殖之水下監控研究,NSTC113-2221-E-346-003-MY3,113.8.1~116.7.31,國科會。
  2. 胡武誌,主持人,植基於深度學習之白蝦育成過程的智能養殖監控研究,MOST110-2221-E-346-003-MY3,110.8.1~113.7.31,科技部。
  3. 胡武誌,主持人,植基於深度學習之水產養殖場域的異常事件之智能監控研究,MOST109-2221-E-346-003,109.8.1~110.7.31,科技部。
  4. 胡武誌,主持人,植基於水質感測分析及魚群索餌影像深度學習之智慧型養殖投餌系統的研究,MOST108-2622-E-346-002-CC3,108.11.1~109.10.31,科技部。
  5. 胡武誌,主持人,泛用型之智慧物流車隊管理系統,MOST107-2622-E-346-001-CC3,107.11.1~108.10.31,科技部。
  6. 胡武誌,主持人,植基於深度學習及大數據分析之智能化白蝦養殖的研究,MOST107-2221-E-346-007-MY2,107.8.1~109.7.31,科技部。
  7. 胡武誌,主持人,植基於區塊之快速且有效的視訊去模糊方法研究,MOST106-2221-E-346-011,106.8.1~107.7.31,科技部。
  8. 胡武誌,主持人,快速有效的視訊視覺穩定研究,MOST105-2221-E-346-009,105.8.1~106.7.31,科技部。
  9. 胡武誌,主持人,多遺留物持有者與遺失物擷取者偵測之智慧型視訊監控系統,MOST104-2221-E-346-006,104.8.1~105.7.31,科技部。
  10. 胡武誌,主持人,植基於影像組件特徵之有效且準確的合成影像偽造偵測方法,MOST103-2221-E-346-007,103.8.1~104.7.31,科技部。
  11. 胡武誌,主持人,植基於透明圖層遮罩之有效且準確的影像偽造偵測方法,NSC102-2221-E-346-007,102.8.1~103.7.31,國科會。
  12. 胡武誌,主持人,高準確性之自動化視訊去背的研究(II),NSC101-2221-E-346-011,101.8.1~102.7.31,國科會。
  13. 胡武誌,主持人,高準確性之自動化視訊去背的研究,NSC100-2221-E-346-008,100.8.1~101.7.31,國科會。
  14. 胡武誌,主持人,自動化且具可靠性之影像去背及視訊去背的研究,NSC99-2221-E-346-007,99.8.1~100.7.31,國科會。
  15. 胡武誌,主持人,視覺監控技術在箱網養殖監控系統之研究,NSC97-2221-E-346-004,97.8.1~98.7.31,國科會。
  16. 胡武誌,主持人,全景視訊在多移動物體追蹤與行為分析及視訊內容檢索的研究,NSC96-2221-E-346-005,96.8.1~97.7.31,國科會。
  17. 胡武誌,主持人,一個超彈性圖元在電腦視覺的應用與研究(II),NSC94-2213-E-346-006,94.8.1~95.7.31,國科會。
  18. 胡武誌,主持人,一個超彈性圖元在電腦視覺的應用與研究,NSC93-2213-E-346-001,93.8.1~94.7.31,國科會。
  19. 胡武誌,主持人,以實務能力導向之技職校院網路學程規劃與實驗研究(II),NSC92-2516-S-346-002,92.8.1~93.7.31,國科會。
  20. 胡武誌,主持人,以實務能力導向之技職校院網路學程規劃與實驗研究,NSC91-2516-S-346-002,91.8.1~92.7.31,國科會。
  21. 胡武誌,主持人,泛用型影像資料庫檢索系統之研究(2/2),NSC91-2616-E-346-002,91.8.1~92.7.31,國科會。
  22. 胡武誌,主持人,泛用型影像資料庫檢索系統之研究(1/2),NSC90-2213-E-346-003,90.8.1~91.7.31,國科會。
  23. 胡武誌,共同主持人,培養技術學院學生實務能力之課程規劃與實驗研究(二),NSC90-2516-S-346-001,90.8.1~91.7.31,國科會。
  24. 胡武誌,主持人,泛用型影像資料庫檢索系統先行計劃─影像資料庫模型開發與應用,NSC89-2626-E-346-001,89.8.1~90.7.31,國科會。
  25. 胡武誌,共同主持人,培養技術學院學生實務能力之課程規劃與實驗研究(一) 子計畫四:培養資訊工程系學生實務能力之課程規劃與實驗研究(一),NSC89-2511-S-346-005,89.8.1~90.7.31,國科會。
  26. 胡武誌,主持人,一個可靠且有效率的多圖元分割法及其圖元的基準模型之研討,NSC89-2213-E-346-001,88.8.1~89.7.31,國科會。

其他計畫案:

  1. 胡武誌,協同主持人,發電廠變壓器資產管理系統之開發與建置,113.3.22~114.3.21,台灣電力股份有限公司。
  2. 胡武誌,主持人,「111年數位學伴計畫」夥伴大學實施計畫,111.1.1~111.12.31,教育部。
  3. 胡武誌,主持人,「110年數位學伴計畫」夥伴大學實施計畫,110.1.1~110.12.31,教育部。
  4. 胡武誌,協同主持人,教育部智慧聯網技術課程推廣計畫,109.8.1~110.6.30,教育部。
  5. 胡武誌,主持人,「109年數位學伴計畫」夥伴大學實施計畫,109.1.1~109.12.31,教育部。
  6. 胡武誌,主持人,植基於水質感測分析及魚群索餌影像深度學習之智慧型養殖投餌系統的研究,108.11.1~109.10.31,捷銳科技 。
  7. 胡武誌,主持人,教育部行動寬頻課程推廣計畫,107.12.1~109.1.31,教育部。
  8. 胡武誌,主持人,泛用型之智慧物流車隊管理系統,107.11.1~108.10.31,捷銳科技 。
  9. 胡武誌,協同主持人,二次變電運維管理資訊平台擴充開發研究,107.10.1~109.5.31,台灣電力股份有限公司。
  10. 胡武誌,主持人,107年度札根高中職資訊科學教育計畫,107.8.1~108.7.31,教育部。
  11. 胡武誌,協同主持人,七美系統儲能設備參數以及負載預測模型試驗,107.7.11~108.11.10,台灣電力股份有限公司 。
  12. 胡武誌,主持人,106年度札根高中職資訊科學教育計畫,106.8.1~107.7.31,教育部。
  13. 胡武誌,共同主持人,台灣產消共益經濟商務協會(全民事業平台)專屬之電子商務平台,106.3.1~106.10.31, 全民事業股份有限公司。
  14. 胡武誌,主持人,教育部行動寬頻尖端技術人才培育計畫,105.12.1~107.2.28,教育部。
  15. 胡武誌,協同主持人,導入大數據做為二次變電維護變革之可行性研究,105.12.1~106.11.30,台灣電力股份有限公司。
  16. 胡武誌,共同主持人,視覺檢測技術(Package Crack快速檢驗),104.4.1~104.12.31,日月光半導體製造股份有限公司。
  17. 胡武誌,主持人,小丑魚海水循環養殖之智慧餵食開發計畫(高雄市地方型SBIR),102.9.1~103.4.30,世吉科技有限公司。
  18. 胡武誌,主持人,風力機測試場資料擷取與分析技術先期研究,102.5.1~102.10.30,台灣大電力研究試驗中心。
  19. 胡武誌,主持人,小丑魚海水循環養殖之物聯網系統(高雄市地方型SBIR),101.10.1~102.6.30,利宙資訊科技社。
  20. 胡武誌,子計畫主持人,海洋綠金-澎湖海洋經濟性藻類及週邊產業特色典範計畫,101.4.1~101.12.10,教育部。
  21. 胡武誌,主持人,網路資訊安全教學暨應用系統採購計畫案,100.9.15~100.12.15,教育部。
  22. 胡武誌,主持人,澎湖箱網養殖生產管理資訊系統研究,99.12.1~100.3.31,偉眾資訊。
  23. 胡武誌,共同主持人,電資研習營暑期營隊計畫,99.7.14~99.8.6,99年度離島建設基金補助。
  24. 胡武誌,共同領隊,99年度縮短中小學城鄉數位落差研習計畫,99.7.26~99.7.30,教育部學產基金。
  25. 胡武誌,領隊,99年度教育部資訊志工團隊計畫,99.6.1~100.5.30,教育部電算中心。
  26. 胡武誌,主持人,室內養殖之智慧型視覺監控研究,99.3.1~99.7.31,強立電子。
  27. 胡武誌,主持人,泛用型巡曳式監視器之即時入侵物偵測研究,98.11.1~99.1.31,鼎立電子。
  28. 胡武誌,領隊,98年度教育部資訊志工團隊計畫,98.9.25~99.5.30,教育部電算中心。
  29. 胡武誌,協同主持人,Linux專精-LPI國際證照就業學程計畫,98.7.1~99.8.31,勞委會。
  30. 胡武誌,研究人員,島嶼海洋產業經濟之重建-創新海洋牧場資源復育與管理之研究計畫,98.6.1~99.5.31,經濟部。
  31. 胡武誌,共同主持人,「九十四年度技專院校申請發展學校重點特色計畫」--「加值海洋產業,開創科技新視界」重點特色發展計畫,94.3.1~94.12.31,教育部技職司。
  32. 胡武誌,共同主持人,教育部提升技專校院學生外語能力專案補(獎)助計畫--澎湖技術學院提升學生外語能力計畫,94.3.1~94.12.31,教育部。
  33. 胡武誌,共同主持人,「九十三年度技專院校申請發展學校重點特色計畫」--「永續經營澎湖海洋資源,厚植產業人才」重點特色發展計畫,93.4.1~93.12.31,教育部技職司。
  34. 胡武誌,主持人,92年度協助國民中小學推動資訊教育計畫,92.8.1~92.12.31,教育部電算中心。
  35. 胡武誌,主持人,「九十二年度技專院校申請發展學校重點特色計畫」--「加值澎湖海洋養殖資源,發展數位內容及虛擬實境電子商務系統」重點特色發展計畫,92.4.1~92.12.31,教育部技職司。
  36. 胡武誌,主持人,91年度協助國民中小學推動資訊教育計畫,91.6.1~91.7.31,教育部電算中心。
  37. 胡武誌,主持人,90年度通訊科技教育改進計畫(網際網路實務課程教學改進計畫),90.1~90.12,教育部顧問室。
  38. 胡武誌,共同主持人,製商整合科技教育改進計畫(澎湖產業電子化特色實驗室建置計畫),90.1~90.12,教育部顧問室。
  39. 胡武誌,共同主持人,澎湖縣西嶼鄉休閒農業資源調查與規劃發展及整體行銷計劃,89.1.12~90.6.10,澎湖縣西嶼鄉公所。
  40. 胡武誌,主持人,澎湖縣西嶼鄉戶政事務所網際網路服務網站網頁設計製作,89.7.27~89.10.16,澎湖縣西嶼鄉戶政事務所。
  41. 胡武誌,主持人,澎湖縣湖西鄉戶政事務所網際網路服務網站網頁設計製作,89.7.27~89.10.16,澎湖縣湖西鄉戶政事務所。

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