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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 電子工程學研究所
Please use this identifier to cite or link to this item: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/58931
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???org.dspace.app.webui.jsptag.ItemTag.dcfield???ValueLanguage
dc.contributor.advisor盧奕璋
dc.contributor.authorPo-Hsiang Hsuen
dc.contributor.author許博翔zh_TW
dc.date.accessioned2021-06-16T08:39:28Z-
dc.date.available2018-10-23
dc.date.copyright2013-10-23
dc.date.issued2013
dc.date.submitted2013-10-02
dc.identifier.citation[1] E. H. Adelson and J. R. Bergen, 'The Plenoptic Function and the Elements of Early Vision,' in Computational Models of Visual Processing, ed: MIT Press, 1991, pp. 3-20.
[2] M. Levoy and P. Hanrahan, 'Light field rendering,' SIGGRAPH '96, Proceedings of the 23rd annual conference on Computer graphics and interactive techniques, pp. 31-42, 1996.
[3] B. Wilburn, N. Joshi, V. Vaish, E.-V. Talvala, E. Antunez, A. Barth, et al., 'High performance imaging using large camera arrays,' ACM SIGGRAPH 2005 pp. 765-776, 2005.
[4] C.-K. Liang, T.-H. Lin, B.-Y. Wong, C. Liu, and H. Chen, 'Programmable Aperture Photography: Multiplexed Light Field Acquisition,' ACM Transactions on Graphics, vol. 27, pp. 55:1--55:10, 2008.
[5] A. Levin, R. Fergus, F. Durand, and W. T. Freeman, 'Image and depth from a conventional camera with a coded aperture,' ACM Transactions on Graphics, vol. 26, p. 70, 2007.
[6] R. Ng, M. Levoy, M. Bredif, G. Duval, M. Horowitz, and P. Hanrahan, 'Light Field Photography with a Hand-Held Plenoptic Camera,' Stanford Tech Report 2005.
[7] A. Lumsdaine and T. Georgiev, 'Full Resolution Lightfield Rendering,' Adobe Tech Report, 2008.
[8] T. E. Bishop, S. Zanetti, and P. Favaro, 'Light field superresolution,' IEEE International Conference on Computational Photography (ICCP), pp. 1-9, 16-17 April 2009.
[9] T. Georgiev and A. Lumsdaine, 'Rich image capture with plenoptic cameras,' in Computational Photography (ICCP), 2010 IEEE International Conference on, 2010, pp. 1-8.
[10] A. Veeraraghavan, R. Raskar, A. Agrawal, A. Mohan, and J. Tumblin, 'Dappled photography: mask enhanced cameras for heterodyned light fields and coded aperture refocusing,' ACM Transactions on Graphics, vol. 26, p. 69, 2007.
[11] C. Chih-Chieh, L. Yi-Chang, and S. Ming-Shing, 'Light field based digital refocusing using a DSLR camera with a pinhole array mask,' IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 754-757, March 2010.
[12] T. Georgiev and A. Lumsdaine, 'Focused plenoptic camera and rendering,' Journal of Electronic Imaging, vol. 19, 2010.
[13] D. Scharstein and R. Szeliski, 'A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms,' International Journal of Computer Vision, vol. 47, pp. 7-42, 2002.
[14] C.-W. Chang, 'Design of Pinhole Array Masks and Image Processing Algorithms for Light Field Cameras,' M.S. Thesis, National Taiwan University, 2012.
[15] P. E. Debevec and J. Malik, 'Recovering high dynamic range radiance maps from photographs,' SIGGRAPH, Proceedings of the 24th annual conference on Computer graphics and interactive techniques, pp. 369-378, 1997.
[16] G. Ward, 'Fast, Robust Image Registration for Compositing High Dynamic Range Photographs from Handheld Exposures,' Journal of Graphics Tools, vol. 8, pp. 17-30, 2003.
[17] M. A. Robertson, S. Borman, and R. L. Stevenson, 'Estimation-theoretic approach to dynamic range enhancement using multiple exposures,' Journal of Electronic Imaging, vol. 12, pp. 219-228, 2003.
[18] P. Ledda, A. Chalmers, T. Troscianko, and H. Seetzen, 'Evaluation of tone mapping operators using a High Dynamic Range display,' SIGGRAPH pp. 640-648, 2005.
[19] E. Reinhard, M. Stark, P. Shirley, and J. Ferwerda, 'Photographic tone reproduction for digital images,' SIGGRAPH, pp. 267-276, 2002.
[20] F. Durand and J. Dorsey, 'Fast Bilateral Filtering for the Display of High-Dynamic-Range Images,' SIGGRAPH, 2002.
[21] W. H. Richardson, 'Bayesian-Based Iterative Method of Image Restoration,' J. Opt. Soc. Am., vol. 62, pp. 55-59, 1972.
[22] L. B. Lucy, 'An iterative technique for the rectification of observed distributions,' The Astronomical Journal, vol. 79, p. 745, 1974.
[23] D. A. Fish, A. M. Brinicombe, E. R. Pike, and J. G. Walker, 'Blind deconvolution by means of the Richardson-Lucy algorithm,' Journal of the Optical Society of America A, vol. 12, pp. 58-65, 1995.
[24] R. Gonzalez, R. Woods, and S. Eddins, Digital Image Processing Using Matlab: Prentice Hall, 2003.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/58931-
dc.description.abstract近年來,各種取得四維光場資料的方法,在計算攝影學領域被提出。對這些資料做處理,可以在拍攝後,事後決定對焦的位置;或者是由四維資料直接做出場景的深度圖。我們發現在針孔陣列遮罩光場相機上,若改變針孔孔徑,可使進光量改變。因此該相機可以視作許多部小相機的組合,所以我們可以對每部相機設定不同曝光程度,以這些拍攝結果組合出高動態範圍影像。
在本篇論文中,我們設計出具有四種孔徑大小的針孔陣列遮罩,光線經過不同孔徑的針孔,就相當於不同曝光程度的相片。在一次快門時間就得到四維光場資料,而且不須校正影像間的相對位移,直接組合出高動態範圍影像。傳統作法上,不能以單一部相機只拍攝一次就得到。
由於處理原始光場資料至高動態範圍影像,需經許多計算,我們提出一個高動態範圍光場相機資料處理器,處理時可同時進行數位變焦,決定對焦在何處,並於0.3秒內得到高動態範圍結果,讓相機使用者能迅速獲得相片。以TSMC 90 nm實現,晶片尺寸為1.447 〖mm〗^2,操作頻率為100 MHz時功率消耗為: 121.9 mW。
zh_TW
dc.description.abstractRecently, different methods have been proposed to acquire 4-D light field data in the field of computational photography. Digitally refocusing and depth maps are available after processing 4-D light field data. In the pinhole array mask light field camera, light intensities are affected by the sizes of pinholes. Since this cameras can be regarded as an array of different small cameras, we can use these cameras to obtain high dynamic range images by assigning different exposure levels to different cameras.
In this thesis, we design an array mask with four different pinhole diameters, which is equivalent to taking four pictures with different exposure levels. We can use our camera to obtain the light field data and composite a high dynamic range image with only single shot. It requires several cameras or shots for these applications traditionally.
Because light field data processing is time-consuming, we design a processor to speed up calculations, where digitally refocusing and high dynamic range algorithms are performed simultaneously. All the calculations can be completed within 0.3 sec. The chip is implemented using TSMC 90 nm technology. The die size is 1.447 〖mm〗^2. The power consumption is 121.9 mW when operating at 100 MHz.
en
dc.description.provenanceMade available in DSpace on 2021-06-16T08:39:28Z (GMT). No. of bitstreams: 1
ntu-102-R00943018-1.pdf: 3118095 bytes, checksum: 75fde849265629d189aa7b98ccc95856 (MD5)
Previous issue date: 2013
en
dc.description.tableofcontents口試委員會審定書 i
誌謝 ii
中文摘要 iii
ABSTRACT iv
CONTENTS v
LIST OF FIGURES vii
LIST OF TABLES ix
Chapter 1 緒論 1
1.1 光場簡介 1
1.2 光場資料取得 2
1.3 數位變焦演算法 6
1.4 深度計算演算法 8
1.5 論文內容介紹 9
Chapter 2 高動態範圍(HDR)影像 11
2.1 高動態範圍簡介 11
2.1.1 數位相機成像流程 11
2.1.2 動態範圍 12
2.1.3 影像對準 12
2.2 高動態範圍演算法 13
2.3 色調映射(tone-mapping)演算法 16
Chapter 3 應用於高動態範圍的針孔陣列遮罩光場相機系統 19
3.1 針孔陣列光場相機 19
3.2 針孔孔徑大小影響 21
3.3 反旋積演算法 22
3.3.1 Richardson–Lucy演算法 22
3.3.2 Wiener deconvolution 23
3.4 多孔徑針孔陣列遮罩與高動態範圍數位變焦演算法 25
3.4.1 多孔徑遮罩設計 25
3.4.2 四維光場資料座標定義 27
3.4.3 數位變焦演算法 28
3.4.4 各孔徑子影像數位變焦結果 30
3.4.5 高動態範圍結果 31
3.4.6 權衡與限制 32
3.5 本章結論 33
Chapter 4 多孔徑遮罩之高動態範圍數位變焦硬體設計 35
4.1 整體架構 35
4.1.1 輸出影像座標產生器 36
4.1.2 光場座標計算器 36
4.1.3 數位變焦計算器 40
4.1.4 高動態範圍計算器 41
4.2 管線化架構 42
4.3 硬體運算時間 44
4.4 硬體結果 45
Chapter 5 結論與未來展望 50
5.1 結論 50
5.2 展望 50
附錄A 無透鏡光場相機 52
A.1 系統介紹 52
A.2 子影像接合 53
REFERENCE 55
dc.language.isozh-TW
dc.subject針孔陣列遮罩zh_TW
dc.subject硬體設計zh_TW
dc.subject光場相機zh_TW
dc.subject高動態範圍zh_TW
dc.subjectHigh Dynamic Rangeen
dc.subjectLight Field Cameraen
dc.subjectPinhole-array masken
dc.subjectHardware Designen
dc.title高動態範圍光場相機與其內建資料處理器設計zh_TW
dc.titleA High Dynamic Range Light Field Camera and its Built-In Data Processor Designen
dc.typeThesis
dc.date.schoolyear102-1
dc.description.degree碩士
dc.contributor.oralexamcommittee簡韶逸,王傑智,丁建均,莊永裕
dc.subject.keyword高動態範圍,光場相機,針孔陣列遮罩,硬體設計,zh_TW
dc.subject.keywordHigh Dynamic Range,Light Field Camera,Pinhole-array mask,Hardware Design,en
dc.relation.page57
dc.rights.note有償授權
dc.date.accepted2013-10-03
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept電子工程學研究所zh_TW
Appears in Collections:電子工程學研究所

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