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期刊論文(劉耿豪老師)

  1. K.-H. Liu, S.-J. Lin, C.-W. Hu, and C. Lin, “Bamboo Forest Area Extraction and Clump Identification Using Semantic Segmentation and Instance Segmentation Models,” Forests, vol. 17, no. 2, Feb. 2026, DOI: 10.3390/f17020191.
  2. C. Lin, H.-Y. Chien, and K.-H. Liu, “3-D–2-D Hybrid Lightweight CNN Model: Enhancing Canopy Feature Retrieval in Hyperspectral Imaging for Accurate Plant Species Classification,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 14091–14114, 2025, DOI: 10.1109/JSTARS.2025.3573328. 
  3. 陳玉鎧、錢竑邑、劉耿豪, “基於持續性學習的植物影像分類,” IPPR 影像與識別電子期刊 【第29卷第3期】2023 九月。
  4. K.-H. Liu*, Y.-K. Chen, and T.-Y. Chen, “A Band Subset Selection Approach Based on Sparse Self-representation and Band Grouping for Hyperspectral Image Classification,” Remote Sensing, vol. 14, no. 22, p. 5686, Nov. 2022. DOI: 10.3390/rs14225686
  5. K.-H. Liu, M.-H. Yang, S.-T. Huang, and C. Lin*, “Plant Species Classification Based on Hyperspectral Imaging via a Lightweight Convolutional Neural Network Model,” Frontiers in Plant Science, vol. 13, 2022. DOI: 10.3389/fpls.2022.855660
  6. S.-Y. Chen*, C. Lin, G.-J. Li, Y.-C. Hsu, and K.-H. Liu, “Hybrid Deep Learning Models with Sparse Enhancement Technique for Detection of Newly Grown Tree Leaves,” Sensors, vol. 21, no. 6, p. 2077, Mar. 2021. DOI: 10.3390/s21062077
  7. C.-Y. Su, T.-Y. Tsai, C.-Y. Tseng, K.-H. Liu*, and C.-W. Lee, “A Deep Learning Method for Alerting Emergency Physicians about the Presence of Subphrenic Free Air on Chest Radiographs,” Journal of Clinical Medicine, vol. 10, no. 2, p. 254, Jan. 2021. DOI:  10.3390/jcm10020254
  8. W.-F. Chen, H.-Y. Ou, K.-H. Liu, Z.-Y. Li, C.-C. Liao, S.-Y. Wang, W. Huang, Y.-F. Cheng, and C.-T. Pan*, “In-series U-Net Network to 3D Tumor Image Reconstruction for Liver Hepatocellular Carcinoma Recognition,” Diagnostics, vol. 11, no. 1, p. 11, Dec. 2020. DOI: 10.3390/diagnostics11010011
  9. K.-H. Liu, C.-H. Yeh*, J.-W. Chung, and C.-Y. Chang, “A Motion Deblur Method based on Multi-scale High Frequency Residual Image Learning,” IEEE Access, pp. 1–1, April, 2020. DOI: 10.1109/ACCESS.2020.2985220
  10. K.H. Liu, K.Y. Luo, Y.C. Kuo, and C.S. Chen*, “Mobile photo recommendation system of continuous shots based on aesthetic ranking”, Journal of Computer Languages, Vol. 52, Pages 103-112, June 2019. DOI: 10.1016/j.cola.2019.04.005
  11. K.-H. Liu*, S.-Y. Chen, H.-C. Chien, and M.-H. Lu, “Progressive Sample Processing of Band Selection for Hyperspectral Image Transmission,” Remote Sensing, vol. 10, no. 3, p. 367, Mar. 2018. DOI:10.3390/rs10030367
  12. C.-H Lai, Y.-W. Wang, and K.-H. Liu*, “基於去相關性的高光譜影像波段選擇方法,” IPPR Journal (影像與識別期刊), Vol.21, no. 3, 2015.
  13. C.-I Chang*, C.-C. Wu, K.-H. Liu, H.-M. Chen, and C.-H. Wen, “Progressive band processing of linear spectral unmixing for hyperspectral imagery,” IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, vol.8, no.6, 2015. DOI: 10.1109/JSTARS.2014.2371438
  14. K.-H. Liu, Y.-Y. Lin, and C.-S Chen*, “Linear spectral mixture analysis via multiple kernel learning for hyperspectral image classification,” IEEE Transaction on Geoscience and Remote Sensing, vol. 53, no. 4, pp. 2254-2269, Apr., 2015. DOI: 10.1109/TGRS.2014.2358620
  15. H.-H.Yeh, K.-H. Liu, and C.-S. Chen*, “Salient Object Detection via Local Saliency Estimation and Global Homogeneity Refinement,” Pattern Recognition, vol. 47, no. 2, pp. 1740-1750, Apr., 2014. DOI: 10.1016/j.patcog.2013.11.015
  16. C.-I Chang* and K.-H. Liu, “Progressive band selection of spectral unmixing for hyperspectral imagery,” IEEE Transaction on Geoscience and Remote Sensing, vol. 52, no. 4, pp. 2002-2017, Apr., 2014. DOI: 10.1109/TGRS.2013.2257604
  17. K.H. Liu, E. Wang, C.H. Wen, and C.-I Chang*, “Kernel-based weighted abundance constraint linear spectral mixture analysis for remotely sensed images,” IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, vol. 6, no. 2, pp. 531-553, Apr., 2013. DOI: 10.1109/JSTARS.2012.2234441
  18. K.H. Liu, E. Wong , Y. Du and C.-I Chang*, “Kernel-based linear spectral mixture analysis,” IEEE Geoscience and Remote Sensing Letters, vol. 9, no. 1, pp. 129-133, Jan., 2011. DOI: 10.1109/LGRS.2011.2162088
  19. C.-I Chang, S. Wang and K.H. Liu, Mann-Li Chang, and Chisu Lin* “Progressive band dimensionality expansion and reduction for hyperspectral imagery,” IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, vol. 4, no. 3, pp. 591-614, Sep. 2011. DOI: 10.1109/JSTARS.2010.2068539
  20. Deborah M. Stein MD MPH, Peter F. Hu MS, Megan Brenner MD MS, Kevin N. Sheth MD, Keng-Hao Liu MS, Wei Xiong MS, Bizhan Aarabi MD, and Thomas M. Scalea MD, “Brief Episodes of Intracranial Hypertension and Cerebral Hypoperfusion are Associated with Poor Functional Severe Traumatic Brain Injury,” The Journal of Trauma Injury, Infection and Critical Care (Journal of Trauma and Acute Care Surgery), vol. 71, no. 2, Aug. 2011. DOI: 10.1097/TA.0b013e31822820da
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