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畢業(yè)論文-基于opencv的視頻人臉識別系統(tǒng)的設計與實現(xiàn)(參考版)

2025-06-07 21:37本頁面
  

【正文】 s Guangzhou city anized the Chengdu festival. A terrifying wooden bridge in China has just been replaced by a glass one. This, the world’s longest glassbottomed walkway, is located in Shiniuzhai Geopark in Hunan, and spans 300m (984f) and is 180m (590f) above ground. The floor is made of doublelayered glass that is 24mm (), and is reportedly 。s suggestion that a special day be marked in the year for the global practice of the stressbusting regimen, which is already a multibillion dollar industry in the United States. Modi said in the speech: Yoga is an invaluable gift of India39。t conducive to raising a child. She planned to have children once she had achieved career success so she could provide a stable environment for her baby. After 10 years, Xiao felt the time was right, and she tried to conceive for about six months, but was unable to bee pregnant. I conducted prehensive physical checkups. The results suggested that Xiao39。s health. Poor technique harms the muscles and skeleton, and can cause secondary injures. And, jogging in a bad environment can cause circulation problems, said Lu Zhiyong, attending doctor, Sports Hospital, General Admin. of . Lu has some tips for joggers, and those who are thinking of taking it says people sh ould first evaluate their physical condition, to decide the amount and type of exercise, and jogging in the open air is better running on a treadmill. Conrad Macao will run special programs for the entire month of October this year to support the Hong Kong Cancer Fund39。ll hold off jogging for a while. But if I really want to get away from work, I39。s work can be a way to unwind. It is true for He Wenjun, whose workplace is right near the forest park. She discovered her athletic aptitude at the age of seven, when she began playing tennis. Then she turned to jogging, and she has persevered with it for 10 years. I e to jog almost every day after work, whenever I have time. I think jogging is good for my health. And for me, a girl, it helps me to achieve to eternal goal, to keep slim, He said. He says she prefers jogging alone, so she can focus better. She loves jogging, even during Beijing39。s digitized society, will also be attached on the report.Myopia is not only a disease that makes people see things blurrily, but also leads to severeplications, such as glaua (increased pressure within the eyeball), and can causeblindness, said Zhou Yuehua, an established eye care specialist with Beijing TongrenHospital.It is very important for parents and children to know about the risk and care for their eyes.There are about 450 million myopia patients in China. Among Chinese myopia patients,30million are severe patients, according to ZhouThe prevalence of myopia among high school and college students is more than 70 percent,and the situation is continuously worsening, he Zhu, director with the China Youth Development Service Center, said long hours ofstudy, lack of exercise, especially outdoor activities, and attachment to electronic screen aresome of the top reasons behind the widespread myopia problems, and the increase ofyounger patients, although China has made great progress in improving the hardwarefacilities and lighting conditions in said he hopes the survey will alert people on the threatening situation, and also helpmedical experts to better guideline parents and children39。人臉檢測與識別技術綜述 [J]. 2021,5 [3] 高建坡,王煜堅,楊浩等.一種基于 KL 變換的橢圓模型膚色檢測方法 [J].電子與信息學報. 2021, V01. 29, No. 7. [4] 李剛,高政、人臉自動識別方法綜述、計算機應用研究、 2021, Vol 8:49 [5] 高建坡,王煜堅,楊浩等.一種基于 KL 變換的橢圓模型膚色檢測方法 [J].電子與信息學報. 2021, V01. 29, No. 7. [6] 高建坡.視頻序列中的人臉檢測與跟蹤算法研究.東南大學博士學位論文 . 2021,3. [7] 基于五官特征定位的人臉識別技術在防盜門中的應用 [D]中國海洋大學: 2021 [8] Huang F J, Chen T. Tracking of multiple faces for human— puter interfaces and virtualenvironments[C]. IEEE Intl. Conf. on Multimedia and Expo. New York, July 2021. [9] 張翠平 ,蘇光大人臉識別技術綜述中國圖像圖形學報 [J]2021 年 11 期 [10] Viola P, Jones M. Rapid object detection using a boosted cascade of simple feature[c]. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Kauai, Hawaii, USA, 2021, 1: I51l518 [11] Viola P., Jones M. J.、 Robust RealTime Face Detection、 International Journal of Computer Vision 57(2), 137154, 2021 [12] 張宏林 . visual C++ 數(shù)字圖像模式識別技術及工程實踐 . 北京:人民郵電出版社,2021 年 4 月 基于 OpenCV 的 視頻人臉識別系統(tǒng)的設計與實現(xiàn) 25 您好,為你提供優(yōu)秀的畢業(yè)論文參考資料,請您刪除以下內(nèi)容, O(∩_∩)O 謝謝?。?!A national survey was recently launched to evaluate the eye health of Chinese children June 6, China39。張佑生 。 本次畢設我收獲很大,喜不勝收,希望今后能夠?qū)W習相關知識,更加深入的學習幾種編程語言,多做實際項目,將理論用于實踐,以便提高自己的綜合素質(zhì)。但是該技術仍然不夠成熟,在思想和算法上面還需要不斷的改進,以提高識別的準確率。最后,采用了 AdaBoost 算法實現(xiàn)了基于 OpenCV 的人臉檢測系統(tǒng)?;?OpenCV 的 視頻人臉識別系統(tǒng)的設計與實現(xiàn) 23 總結與展望 本文討論了人臉檢測的研究背景、研究意義、發(fā)展前景。 西北大學本科畢業(yè)論文 圖 檢測結果 該圖總數(shù) 15/漏檢 0/錯檢 5 . 本章小結 本章介紹人臉識別系統(tǒng)原型的實現(xiàn),共劃分為六個模塊:圖像獲取模塊、圖像預處理模塊、人臉區(qū)域獲取模塊、人臉定位模塊、特征提取模塊和識別模塊。為了提高訓練速度只能減少特征數(shù)量,可以在特征生成階段,人為地提出剔除,或者在訓練階段動態(tài)的減少。由于特征數(shù)量過于巨大,所以在訓練的時間空間成本都非常巨大。此樣本庫中,各樣本尺寸相同,只將正面、正向、無遮擋的人臉圖片歸入人臉圖片訓練集。所以在前期訓練的時候,訓練樣本集的選取就顯得很重要。最后就可以進行邊緣提取和特征標注了。首先檢測圖片中是否有人臉存在(用到了 AdaBoost 算法),如果沒有那么就提示用戶手動輸入或者是否等待攝像頭讀入。特征提取與人臉識別 在特征標注完成后進行的,而 且是自動的無需手動。系統(tǒng)功能包括人臉檢測、特征標注、特征提取、人臉識別四個部分。具體功能界面如下 所示。 圖像預處理 檢測有無人臉 對人臉進行 定位 并標出關鍵部位 啟動系統(tǒng)進入人臉檢測界面 點擊攝像鍵拍照保存 特征提取 對比識別 退出 西北大學本科畢業(yè)論文 圖 系統(tǒng)主界面 ( 2)人臉庫界面。第三個按鈕和第四個按鈕的功能分別是進行日志管理和退出系統(tǒng)。點擊第一個就可以人臉識別與檢測的進程了。 . 模塊實現(xiàn) . 系統(tǒng)運行流程圖: 圖 系統(tǒng)運行流程圖 . 系統(tǒng)的功能界面 ( 1)系統(tǒng)的主界面。接著從人臉庫中提取出該人的相關信息,并顯示出來。 ( 6)識別模塊。接著用矩形標出每一個特征。 ( 5)特征提取模塊。人臉定位是將描述人臉特征的關鍵點(如兩眼中點、鼻尖、嘴角等等)標記出來。該模塊主要是從獲得的圖像中檢測發(fā)現(xiàn)是否有人臉的存在并將人臉區(qū)域用綠色圓圈圈出來。圖像預處理就是對獲取的圖像進行適當?shù)奶幚恚沟脽o用信息被剔除,有用信息被保存并增強效果。該模塊主要是從攝像頭捕捉到的或者用戶設定的路徑獲取圖片,隨后能夠在用戶的軟件的界面當中顯示出來。 AdaBoost 算法應用于人臉檢測中 ,其基本思想是針對不同的訓練集訓練同一個分類器,然后把這些不同訓練集上的得到的分類器聯(lián)合起來,構成一個 最終的強分類器。 . 本章小結 本章主要講了人臉識別常見算法以及人臉識別算法的原理,有二維人臉識別算法和三維人臉識別算法。 AdaBoost 算法選取優(yōu)化的弱分類器。利用上述 Haar 特征的位置信息,對訓練樣本進行統(tǒng)計就可以得到對應的特征參數(shù)
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