研究生: |
林忠謀 Lin, Chung-Mou |
---|---|
論文名稱: |
彩色電子紙半色調演算法與晶片設計 Halftoning Algorithm and Chip Design for Color Electronic Paper |
指導教授: |
高文忠
Kao, Wen-Chung |
口試委員: |
高文忠
Kao, Wen-Chung 陳建隆 Chern, Jann-Long 范育成 Fan, Yu-Cheng |
口試日期: | 2025/01/22 |
學位類別: |
碩士 Master |
系所名稱: |
電機工程學系 Department of Electrical Engineering |
論文出版年: | 2025 |
畢業學年度: | 113 |
語文別: | 中文 |
論文頁數: | 77 |
中文關鍵詞: | 彩色電子紙 、半色調 、晶片架構 |
英文關鍵詞: | color electronic paper, halftone, chip architecture |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202500176 |
論文種類: | 學術論文 |
相關次數: | 點閱:59 下載:6 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
本研究針對彩色電子紙的影像顯示技術,從留白與真實色彩的角度出發,提出了一套完整的半色調處理與色彩校正方法,旨在解決彩色電子紙在色彩表現與畫面穩定性方面的問題。透過基於 Bayer 矩陣的優化搜索次序,顯著提升了演算法的收斂速度與處理效率,同時有效降低了影片播放過程中的閃爍現象。此外,針對多粒子彩色電子紙的影片播放需求,本研究設計了一套專用硬體架構,成功將系統移植至 FPGA 平台,滿足高效能的應用需求。實驗結果顯示,所提出的方法在色彩準確度、畫面品質與計算效率上均優於現有技術,為彩色電子紙的影像顯示提供了一種高效且創新的解決方案,並為後續技術的優化與發展奠定了基礎。
This study focuses on image display technologies for color electronic paper (ePaper), proposing a comprehensive halftoning and color correction methodology from the perspectives of blank and true color. The proposed methods aim to address challenges in color accuracy and display stability for color ePaper. By leveraging a search sequence based on the Bayer matrix, the algorithms significantly enhance convergence speed and processing efficiency while effectively reducing flicker during video playback. Additionally, a dedicated hardware architecture was designed for video playback on multi-particle color ePaper (MPCeP), successfully implemented on an FPGA platform to meet the demands of high performance. Experimental results demonstrate that the proposed methods outperform existing techniques in terms of color accuracy, image quality, and computational efficiency, providing an effective and innovative solution for image display on color ePaper and laying a foundation for further optimization and development in this field.
W. Kao and J. Tsai, “Driving Method of Three-Particle Electrophoretic Displays,” IEEE Trans. on Electron Devices, vol. 65, no. 3, March. 2018, pp. 1023-1028.
H.C. Lee, “Introduction to Color Imaging Science,” Cambridge University Press, 2005.
H. -Y. Chen, Y. -P. Hsu, W. -T. Chang, J. -L. Ho, Y. -F. Lee and W. -C. Kao, "Adaptive Color Calibration for Digital Cameras," 2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), Penghu, Taiwan, 2021, pp. 1-2, doi: 10.1109/ICCE-TW52618.2021.9602916.
W. -C. Kao, K. -D. Hong and C. -Y. Hsu, "Color Reproduction of Multi-Pigment Color Electronic Papers," 2023 IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, USA, 2023, pp. 1-2, doi: 10.1109/ICCE56470.2023.10043485.
H. Haneishi, T. Suzuki, N. Shinoyama, and Y. Miyake, “Color digital halftoning taking colorimetric color reproduction into account,” SPIE Journal of Electron. Image, vol. 5, pp. 97-106, Jan. 1996.
J. F. Jarvis, C. N. Judice, and W. H. Ninke, “A survey of techniques for the display of continuous tone images on bilevel displays,” Computer Graphics and Image Processing, vol. 5, pp. 13-40, Mar. 1976.
K. Hong “Chip Design of Color Reproduction for Multiple Particle Color Electronic Paper". Master's thesis, Department of Electrical Engineering, National Taiwan Normal University, 2023.
M. Analoui and J. P. Allebach (1992). Model-based halftoning using direct binary search (B. E. Rogowitz, Ed.; p. 96). SPIE.
Dhiraj Kacker and J. P. Allebach “Aperiodic microscreen design using DBS and training", Proc. SPIE 3300, Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts III, (2 January 1998); https://doi.org/10.1117/12.298301.
J. Allebach and Qian Lin, "FM screen design using DBS algorithm," Proceedings of 3rd IEEE International Conference on Image Processing, Lausanne, Switzerland, 1996, pp. 549-552 vol.1, doi: 10.1109/ICIP.1996.559555.
J. Ho “Video Halftoning Algorithm Design for Color Electronic Paper.” Master's thesis, Department of Electrical Engineering, National Taiwan Normal University, 2022.
R. A. Ulichney “Void-and-cluster method for dither array generation,” Proc. SPIE 1913, Human Vision, Visual Processing, and Digital Display IV, (8 September 1993); https://doi.org/10.1117/12.152707.
W. -C. Kao, T. -T. Yen and J. -L. Ho, "Hardware Architecture of Parallel Video Halftoning for Electronic Papers," 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), PingTung, Taiwan, 2023, pp. 699-700, doi: 10.1109/ICCE-Taiwan58799.2023.10226858.
Y. F. Liu and J. M. Guo, “New class tiling design for dot-diffused halftoning,” IEEE Transactions on Image Processing, vol. 22, no. 3, pp. 1199-1208, 2013.
R. A. Ulichney, “Review of halftoning techniques,” in Proc. SPIE Conf. on Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts, vol. 3963, no. 1, 1999, pp. 378–391.
H. -U. Rehman and B. L. Evans, "Flicker assessment of low-to-medium frame-rate binary video halftones," 2010 IEEE Southwest Symposium on Image Analysis & Interpretation (SSIAI), Austin, TX, USA, 2010, pp. 185-188, doi: 10.1109/SSIAI.2010.5483886.