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研討會論文(劉耿豪老師)

  1. K.-H. Liu, B.-R. Huang, and C. Lin, “Multi-Altitude Fruit Tree Species Classification Using UAV Multispectral Imagery and Lightweight Deep Learning Models,” in IGARSS 2026 - 2026 IEEE International Geoscience and Remote Sensing Symposium, Washington, D.C., 9 - 14 August 2026.
  2. K.-H. Liu, H.-Y. Chien, and C. Lin, “Effective Hyperspectral Plant Canopy Image Classification Using an Enhanced Hybrid-CNN,” in IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Aug. 2025, pp. 8887–8890. doi: 10.1109/IGARSS55030.2025.11243793.
  3. Chinsu Lin, Siao-En Ma Wenzhi Liao Keng-Hao Liu, Qing-Yi Huang, “Measuring Changes in Forest Carbon Stocks using an IPCC-Compliant Method with a Competition-Index-Based Volumetric Model and Multi-temporal Airborne Laser Scanning Data,” in IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, Aug. 2025.
  4. Nova D. Doyog, Chinsu Lin, and Keng-Hao Liu, ”INTEGRATING SENTINEL-1&2 AND ICESAT-2 DATA FOR FOREST CANOPY HEIGHT ESTIMATION AND MAPPING”, 2024 IEEE International Geoscience and Remote Sensing Symposium (IGRASS), Athens, Greece, 2024.
  5. Hung-Yi Chien, Keng-Hao Liu, and Chinsu Lin, ”PLANT SPECIES RECOGNITION BASED ON CONTINUAL LEARNING STRATEGY”, 2024 IEEE International Geoscience and Remote Sensing Symposium (IGRASS), Athens, Greece, 2024.
  6. Y.-K. Chen, K.-H. Liu, and C. Lin, ”Plant Species Recognition Based on Hyperspectral Plant Canopy Images with Deep Learning”,  International Geoscience and Remote Sensing Symposium (IGRASS), Pasadena, USA, 2023.
  7. Yu-Kai Chen (陳玉鎧), Hung-Yi Chien (錢竑邑), and  *Keng-Hao Liu (劉耿豪), “Recognition of Plant Images of Multiple Species Using Continual Learning Technology,”CVGIP 2023
  8. S.-T. Huang, Y.-W. Hsiao, M. Tsai, M.-H. Yang, K.-H. Liu, and C. Lin,” Image Classification of Potted Plants Based on Hyperspectral Imaging and Deep Learning“,  CVGIP2021 (第三十四屆電腦視覺、圖像暨影像處理研討會)
  9. Y.-W. Hsiao, T.-W. Chiu Huang, S.-T. Huang, M.-F. Tsai, K.-H. Liu, and C. Lin,” Classification of the Eroded Pixels on Lotus Leaf using Hyperspectral Imaging and CNN classifiers”, CVGIP2021 (第三十四屆電腦視覺、圖像暨影像處理研討會)
  10. Chih-Cheng Pai and Keng-Hao Liu, "Pork Tissue Recognition Using Visible and Near Infrared Hyperspectral Imaging." International Computer Symposium (ICS), Tainan, Taiwan, 2020.
  11. Tzu-Wei Chiu Huang, and Keng-Hao Liu, "Detection of The Erosion Area of Lotus Leaf Using Hyperspectral Imaging." International Computer Symposium (ICS), Tainan, Taiwan, 2020.
  12. Chih-Cheng Pai and Keng-Hao Liu, “Pork Tissue Discrimination Using Hyperspectral Imaging Techniques” CVGIP2020 (第三十三屆電腦視覺、圖像暨影像處理研討會), Hsinchu, Aug. 16~18, 2020.
  13. T.W. Chiu Huang, and K.H. Liu, "A Preliminary Study: Detection of Insect Erosion Area of Lotus Leaf Using Hyperspectral Imaging Techniques. " CVGIP 2020 (第三十三屆電腦視覺、圖學暨影像處理研討會), Hsinchu, Aug. 16~18, 2020.
  14. Meng-Hsien Yang, Meng-Han Lu, and Keng-Hao Liu, “A Band Subset Selection Approach Based on Self-sparse Model for Hyperspectral Image Classification”, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Aug. 24-26, Amsterdam, Netherlands, 2019.
  15. Y.-M. Chou, C.-H. Chen, K.-H. Liu, and C.-S. Chen, “Changing Background to Freground: AN Augmentation Method Based on Conditional Generative Network for Stingray Detection,” IEEE International Conference on Image Processing (ICIP), Athens, Greece, 2018.
  16. Y.-M. Chou, C.-H. Chen, K.-H. Liu, and C.-S. Chen, “Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model,” Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018.
  17. Meng-Han Lu and Keng-Hao Liu, “A Sparse Regression Based Band Subset Selection Method for Hyperspetcreal Imagery,” International Conference on Earth Observations and Societal Impacts (ICEO-SI 2018), HsinChu, Taiwan, 2018.
  18. 陳建宏、黃惟中、劉耿豪 “以深度學習為核心的空照影片魚類偵測方法”台灣網際網路研討會 (TANET 2017), 東海大學, 台中.
  19. K.-H. Liu, H.C. Chien, and Shih-Yu Chen, “Progressive sample processing of band selection for hyperspectral imagery,” SPIE Remote Sensing 2017, Sep. 11-14, Warsaw, Poland, 2017.
  1. C.-H. Chen and K.-H. Liu, “Stingray Detection of Aerial Images with Region-based Convolution Neural Network,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2017), June 12-14, Taipei, Taiwan, 2017.
  2. Shih-Yu Chen, Chia-Hui Tai, and K.-H. Liu, “Iterative target detection algorithms for hyperspectral imagery,” IEEE International Conference on Applied System Innovation (ICASI 2017), May 13-17, Sapporo, Japan, 2017.
  3. 陳建宏 與 劉耿豪,“以基於區域的卷積神經網路實行空拍影像之魟魚偵測與識別”, 國立中山大學動物行為生態研討會, Jan. 23-24, 2017.
  4. H.C. Chien, C.H. Lai, and K.H. Liu, “Unsupervised band selection method based on group-based sparse representation,” ACCV’16 Workshop on Hyperspectral Image and Signal Processing (HISP), Nov. 20-24, Taipei, Taiwan, 2016.
  5. C.H. Lai, Chu-Song Chen, Shih-Yu Chen, and K.H. Liu, “Sequential band selection method based on orthogonal matching pursuit,” 8th IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, 21-24 Aug., Los Angeles, USA, 2016.
  6. C.-C. Chen, S.-Y. Chen, H.-Y. Guo, C.-H. Kao, T.-M. Chou, C.-H. Wen, K.-H. Liu, W.-M. Liu, C.-S. Lin, H.-M. Chen, Y.-C. Ouyang, C.-C. Wu, and C.-I Chang, “Pesticide Residue Detection Using Hyperspectral Techniques on Sweet Peppers,” Korean Association of Geographic Information Studies Fall Conference (KAGIS), Busan, Korea, Nov. 5~6, 2015.
  7. C.H. Lai, Y.W. Wang, and K.H. Liu, “Sequential band selection method based on band vector de-correlation for progressive analysis of hyperspectral imagery,” CVGIP 2015 (第二十八屆電腦視覺、圖學暨影像處理研討會), 宜蘭, Aug. 17~19, 2015.
  8. C.H. Lai, and K.H. Liu, “A Band Prioritization Method based on Kernel Weights for Progressive Band Unmixing of Hyperspectral Imagery,” 7th IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, 2-5 June, Tokyo, Japan, 2015.
  9. C.-C. Wu, G.-S. Huang, K.-H. Liu, and C.-I Chang, “Real-Time Progressive Band Processing of Modified Fully Abundance-Constrained Spectral Unmixing,” International Geoscience and Remote Sensing Symposium, 21-26 July, Melbourne, Australia, 2013.
  10. K.-Y. Lo, K.-H. Liu, and C.-S. Chen, “Assessment of Photo Aesthetics with Efficiency,” International conference on Pattern Recognition, November 11-15, Tsukuba, Japan, 2012.
  11. K.-Y. Lo, K.-H. Liu, and C.-S. Chen, “Intelligent photographing interface with on-device aesthetics quality assessment,” ACCV'12 workshop on Intelligent Mobile Vision (IMV), November 5-9, Daejeon, Korea, 2012.
  12. C.-I Chang, K.-H. Liu, and C.-C Wu, “Real-time progressive band processing of linear spectral unmixing,” SPIE Conference on High-Performance Computing in Remote Sensing,    Spetember 24-27, Edinburgh, United Kingdom, 2012.
  13. K. Liu and C.-I Chang, “Dynamic band selection for hyperspectral imagery,” International Geoscience and Remote Sensing Symposium, 25-29 July, Vancouver Canada, 2011. (Oral)
  14. K. Liu, E. Wong and C.-I Chang, “Kernel-based weighted abundance constrained linear Spectral mixture analysis,” SPIE Conference on Algorithms and Technologies for Multispectral, Hyperspectral and Ultraspectral Imagery XVII, 25 - 29 April 2011, Orlando, Flroida, 2011.
  15. H. Safavi, K. Liu and C.-I Chang, “Dynamic dimensionality reduction for hyperspectral imagery,” Algorithms and Technologies for Multispectral, Hyperspectral and Ultraspectral Imagery XVII, 25 - 29 April 2011, Orlando, Flroida, 2011.
  16. Peter Hu MS, Matthew R. Woodford MD, Colin F. Mackenzie MD, Richard Dutton MD, Steve Seebode, KengHao Liu MS, and Thomas Scalea MD, “Pre-hospital hypoxemia and tachycardia trends better predict patient mortality than Trauma Registry values,” Proceedings of American Telemedicine Association Annual Conference (ATA2011), 2011.
  17. Hu P, Yeatts D, Grissom T, Liu K, Seebode S, and Dutton R. “Multimedia Shock Trauma Admission Resuscitation (STAR) registry for Emergency Intubations,”. Proceedings of the American Telemedicine Association Annual Conference (ATA2020), May 2010.
  18. Hu P, Seebode S, Ananth R, George I, Ranga A, Jiao X, Liu K, Xiong W, Gettings L, Seagull J, Moses G, Park A, and Xiao Y., “Tetherless Automated Gaze (TAG) System Using Nintendo Wii Game Controllers,” Proceedings of Innovations in the Surgical Environment Conference, March 2010.
  19. Hu P, Akozer S, Lindell A, Liu K, Mitrou M, Gettings L, Stein D, Xiao Y. Computerized patient vital signs charting method enhances real-time record keeping in ICU. Proceedings of the American Medical Informatics Association (AMIA), 2009.
  20. K. Liu and C.-I Chang, “Kernel-Based Linear Spectral Mixture Analysis for Hyperspectral Image Classification,” 1st IEEE GRSS Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing, 26-28 August, Grenoble, France, 2009.
  21. K. Liu and C.-I Chang, “Exploration of component analysis in multi/hyperspectral image processing,” SPIE Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIV, March 16-20, Orlando, Florida, 2008.
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