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Communication and Computing Systems: Proceedings of the 2nd International Conference on Communication and Computing Systems (Icc

為了解決Photo credit的問題，作者 這樣論述：

Dr. B. M. K. Prasad is presently serving as the Principal of Dronacharya College of Engineering, Gurgaon, India. He is professor in the Department of Electronics & Communication Engineering, Dronacharya College of Engineering, Gurgaon, India. He completed his Post Graduation (1984) and PhD (1990) fr

om Patna University, Patna, India. He has presented numbers of papers in national & international conferences. He is a reviewer in many reputed journals. He has also been involved in many innovative and research-oriented projects. He has to his credit a number of books, technical projects, PhD super

visions and a number of academic activities.Dr. Karan Singh received an Engineering Degree (Computer Science & Engineering) from Kamala Nehru Institute of Technology, Sultanpur, UP, India. He received a M.Tech and PhD from MNNIT Allahabad deemed university. Currently, he is working as Assistant Prof

essor in the School of Computer & Systems Sciences, Jawaharlal Nehru University, New Delhi. His primary research interests are in computer network and computer network security. He has published a number of research papers in reputed journals and conference proceedings. Dr. Singh has also organized

a number of workshops and conferences.Prof (Dr.) Shyam S. Pandey is working as Associate Professor at the Kyushu Institute of Technology, Japan and is involved in teaching Advanced Electrochemical Technology to graduate students and Research and Development Photo-functional Materials for the Next Ge

neration Photovoltaic Devices.Prof. Richard O’Kennedy is scientific Director at the Biomedical Diagnostics Institute (BDI), Dublin City University, Ireland. His research areas include Immunoassays, Antibody Engineering, Sensors. He has published a number of research papers in reputed journals and in

conference proceedings.

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基於深度學習以及中醫理論之虹膜學體質分類系統理論 與實作

為了解決Photo credit的問題，作者薩克蘭 這樣論述：

在過去幾年中，深度學習開始在不同領域的醫療保健中產生巨大影響。深度學習方 法在醫療保健領域比較常見的應用在於設計一個可以輔助疾病診斷和自動分析醫學 圖像的系統，用以幫助制定治療計劃。人眼對於醫學圖像辨識的難度相當高，即便深 度學習 (DL) 方法在圖像識別方面表現良好，應用在醫學影像中仍是前所未有的挑戰。 在虹膜圖像處理中實施電腦輔助技術，並將虹膜學與中醫 (TCM) 相結合是數位圖像 處理和人工智慧研究的一個具有挑戰性的領域。本論文重點將討論如何處理虹膜診 斷中的挑戰性問題：(1) 如何開發基於深度學習的計算機輔助診斷 (CAD) 方法來自 動化虹膜學應用程序； (2) 如何處理數據集中的

類別不平衡問題；(3) 如何將圖像分 辨率提高使得能夠在後期使用深度學習技術。因此，訓練深度學習模型以識別特定 模式是一項艱鉅的任務。 對於第一個問題，本篇提出的方法結合了基於虹膜識別框架的電腦視覺技術和使用 卷積神經網路的圖像分類方法，替為醫療保健行業中創造了一種新方法。 數據集當中存在戴眼鏡的眼睛圖像、瞳孔過大和過小的圖像、虹膜位置錯位的圖像 等異常類別，造成數據集類別高度不平衡。 這種異常情況會引起虹膜分割和遮罩預 估的失敗，進而導致虹膜識別和虹膜診斷的失敗。為了解決類別不平衡問題並生成 更多稀有虹膜圖像，我們提出了一種數據增強方法，該方法使用具有梯度懲罰的條 件式 Wasserstei

n 生成對抗網路（CWGAN-GP）生成少數虹膜圖像，從而為稀有數據 收集節省了大量人力成本。 在數位影像中，圖像分辨率在各種影像處理技術皆為重要因素。若分辨率低，則難以 被虹膜學與虹膜辨識使用。為了提高圖像分辨率來獲得更好的分類效果，我們提出單 張圖像超分辨率(SISR)演算法─DDA-SRGAN，基於生成對抗式網路(GAN)中使用掩碼 注意機制(mask-attention mechanism)。

David Busch’’s Canon EOS R6 Guide to Digital Photography

為了解決Photo credit的問題，作者Busch, David D. 這樣論述：

With more than two million books in print, David D. Busch is the world’s #1 best-selling camera guide author, with more than 100 guidebooks for Nikon, Canon, Sony, Olympus, Pentax, and Panasonic cameras, and many popular books devoted to digital photography and imaging techniques. His best-sellers i

nclude Digital SLR Cameras and Photography for Dummies, which has sold more than 300,000 copies in five editions, and Mastering Digital SLR Photography, now in its Fourth Edition. The graduate of Kent State University is a former newspaper reporter/photographer, and operated his own commercial photo

studio, shooting sports, weddings, portraits, fashion, architecture, product photography, and travel images. For 22 years he was a principal in CCS/PR, Inc., one of the largest public relations/marketing firms based in San Diego, working on press conferences, press kits, media tours, and sponsored

photo trade magazine articles for Eastman Kodak Company and other imaging companies. His 2500 articles and accompanying photos have appeared inside and on the covers of hundreds of magazines, including Popular Photography, Rangefinder, and Professional Photographer. For the last decade, Busch has de

voted much of his time to sharing his photographic expertise, both in publications, and in seminar/workshops he hosts at the Cleveland Photographic Society School of Photography. He has been a call-in guest for 21 different radio shows nationally and in major markets, including WTOP-AM (Washington),

KYW-AM (Philadelphia), USA Network (Daybreak USA), WPHM-AM (Detroit), KMJE-FM (Sacramento), CJAD-AM (Montreal), WBIX-AM (Boston), ABC Radio Network (Jonathan & Mary Show). He’s also been a call-in guest for one Canadian television show, and appeared live on Breakfast Television in Toronto, the Toda

y Show of the Great White North. With a total of more than 200 books to his credit, Busch has had as many as five books appear simultaneously in the Amazon.com Top 25 Digital Photography Books, and when Michael Carr of About.com named the top five digital photography books for beginners, the initial

#1 and #2 choices were Busch’s Digital Photography All-in-One Desk Reference for Dummies and Mastering Digital Photography. His work has been translated into Arabic, Spanish, Chinese, Japanese, Portuguese, Bulgarian, German, Italian, French, and other languages. Busch lives in Ravenna, Ohio, and yo

u can find him online at www.dslrguides.com.

英屬錫蘭種姓制度中因汽車造成之社會流動: 地景價值變化與僧伽羅社會變遷

為了解決Photo credit的問題，作者丁莉庭 這樣論述：

摘要本研究是對英屬錫蘭僧伽羅人各種姓群體中社會流動性之調查。基於英國人為追求其殖民經濟 事業而引入錫蘭種種所帶來之機會，本研究側重於與種姓制度平行之社會組織制度之發展。僧 伽羅種姓制度是基於對傳統種姓職業之遵守，而英國引進之技術使某些低種姓得以填補新職位， 獲得成功並採用英國之新技術成為自己之技能。本論文之重點是僧伽羅各種姓對英國引進之機動車輛之採用。本人提出，居住在沿海低 地之僧伽羅低種姓，與歐洲殖民企業有更多之接觸，更有可能將機動車輛用作個人交通工具， 並且主要負責機動車輛之進口。另一方面，居住地遠離海岸、享受傳統政治影響之高種姓發現 其狀況滯後，因此也將機動車輛用於自己之種姓環境。本論

文是對錫蘭之機動車輛首次進行全 面研究。其方法要求分析發生橫向與縱向流動之僧伽羅人採用和使用機動車輛之相關現象。本 人在研究中利用歷史及人類學之觀點。本研究就英國殖民時期之人員、交通、所有權和個人使 用機動車輛情況進行了訪談來收集數據。本人用主位法來解釋僧伽羅社會結構轉型之過程及歷史景觀概念化之變化。本人從主位 法之角度提供了關於僧伽羅種姓結構變化之洞見。本研究有助於提供從 19 世紀末到 20 世紀中 葉島上新社會轉型之資訊。