研究生: |
李柏毅 Lee, Bor-Yi |
---|---|
論文名稱: |
基於身體座標點與矩陣轉換之注視點估計研究 Eye Gaze Tracking Based on Body Coordinate Points and Matrix Transformation |
指導教授: |
李忠謀
Lee, Chung-Mou |
口試委員: |
李忠謀
Lee, Chung-Mou 江政杰 Chiang, Cheng-Chieh 劉寧漢 Liu, Ning-Han 蔣宗哲 Chiang, Tsung-Che |
口試日期: | 2024/07/30 |
學位類別: |
碩士 Master |
系所名稱: |
資訊工程學系 Department of Computer Science and Information Engineering |
論文出版年: | 2024 |
畢業學年度: | 112 |
語文別: | 中文 |
論文頁數: | 43 |
中文關鍵詞: | Homography Transformation Matrix 、剛體變換 、機器學習 、視線判斷 |
英文關鍵詞: | Homography transformation, Rigid transformation, Machine learning, Gaze estimation |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202401221 |
論文種類: | 學術論文 |
相關次數: | 點閱:122 下載:0 |
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[1] A. Kar and P. Corcoran, “A review and analysis of eye-gaze estimation systems, algorithms and performance evaluation methods in consumer platforms,” IEEE Access, vol. 5, pp. 16495-16519, August 2017.
[2] A. Villanueva, J. J. Cerrolaza, and R. Cabeza, "Geometry issues of gaze estimation," in Advances in Human Computer Interaction, InTech, 2008.
[3] B. P. Johnson, J. A. Lum, N. J. Rinehart, and J. Fielding, “Ocular motor disturbances in autism spectrum disorders: Systematic review and comprehensive meta-analysis,” Neuroscience & Biobehavioral Reviews, vol. 69, pp. 260-279, 2016.
[4] D. Hu, H. Qin, H. Liu, and S. Zhang, “Gaze Tracking Algorithm Based on Projective Mapping Correction and Gaze Point Compensation in Natural Light,” in Proceedings of IEEE International Conference on Control and Automation, ICCA, pp. 1150-1155, Edinburgh, Scotland, July 2019.
[5] E. D. Guestrin and M. Eizenman, “General theory of remote gaze estimation using the pupil center and corneal reflections,” IEEE Transactions on Biomedical Engineering, vol. 53, no. 6, pp. 1124-1133, 2006.
[6] F. Lu, T. Okabe, Y. Sugano, and Y. Sato, “Learning gaze biases with head motion for head pose-free gaze estimation,” Image and Vision Computing, vol. 32, no. 3, pp. 169-179, United Kingdom, January 2014.
[7] H. Balim, S. Park, Wang, X. Zhang, and O. Hilliges, “EFE: End-to-end Frame-to-Gaze Estimation,” in Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), L. O’Conner, Ed., pp. 2688-2697, 2023.
[8] I. Mitsugami, N. Ukita, and M. Kidode, “Robot navigation by eye pointing,” in Lecture Notes in Computer Science, vol. 3711, p. 256, 2005.
[9] J. Lee and G. Kim, “Robust estimation of camera homography using fuzzy RANSAC,” in ICCSA 2007, LNCS 4705, Part I, O. Gervasi and M. Gavrilova, Eds., pp. 992-1002, 2007.
[10] L. Sesma, A. Villanueva, and R. Cabeza, “Evaluation of pupil center-eye corner vector for gaze estimation using a web cam,” in Proceedings of the ETRA ‘12: Eye Tracking Research and Applications, Stuttgart, Germany, 28 June 2012.
[11] M. Boyle, “The Effects of Capture Conditions on the CAMSHIFT Face Tracker,” Technical Report, Department of Computer Science, University of Calgary, 2001.
[12] M. Fischler and R. Bolles, “Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography,” Commun. ACM, vol. 24, no. 6, pp. 381-395, 1981.
[13] P. Besl and N. D. McKay, “A method for registration of 3-D shapes,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 14, no. 2, pp. 239-256, Feb. 1992.
[14] P. Viola and M. J. Jones, “Robust Real-Time Face Detection,” International Journal of Computer Vision, vol. 57, pp. 137-154, 2004.
[15] R. Lienhart and J. Maydt, “An Extended Set of Haar-like Features for Rapid Object Detection,” in Proc. International Conference on Image Processing, pp. 900-903, 2002.
[16] S. J. Pundlik, D. L. Woodard, and S. T. Birchfild, “Non-Ideal Iris Segmentation Using Graph Cuts,” presented at the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008.
[17] S. Kawato and N. Tetsutani, “Detection and tracking of eyes for gaze-camera control,” in 15th International Conference on Vision Interface, pp. 1031-1038, 2004.
[18] S. Park, E. Aksan, X. Zhang, and O. Hilliges, “Towards end-to-end video-based eye-tracking,” in Proc. of Springer ECCV, 2020.
[19] S. V. Sheela and P. A. Vijaya, “Mapping Functions in Gaze Tracking,” International Journal of Computer Applications, vol. 26, no. 3, pp. 36-42, July 2011.
[20] S. Y. Gwon, C. W. Cho, H. C. Lee, W. O. Lee, and K. R. Park, “Robust eye and pupil detection method for gaze tracking,” International Journal of Advanced Robotic Systems, vol. 10, no. 2, p. 98, 2013.
[21] W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed, C.-Y. Fu, and A. C. Berg, “SSD: Single shot multibox detector,” in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9905 LNCS, pp. 21-37, 2016.
[22] X. Wang, K. Liu, and X. Qian, “A survey on gaze estimation,” in Proc. Int. Conf. Intell. Syst. Knowl. Eng., pp. 260-267, 2015.
[23] Y. Cheng, F. Lu, and X. Zhang, “Appearance-Based Gaze Estimation via EvaluationGuided Asymmetric Regression,” in Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11218 LNCS, pp. 105-121, Munich, Germany, October 2018.
[24] 陳學志、賴惠德、邱發忠(2010)。眼球追蹤技術在學習與教育上的應用。教育科學研究期刊,55(4),39-68。