TW499306B - Eye pupil tracking method with crisscross line positioning functions - Google Patents

Eye pupil tracking method with crisscross line positioning functions Download PDF

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Publication number
TW499306B
TW499306B TW89115101A TW89115101A TW499306B TW 499306 B TW499306 B TW 499306B TW 89115101 A TW89115101 A TW 89115101A TW 89115101 A TW89115101 A TW 89115101A TW 499306 B TW499306 B TW 499306B
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Taiwan
Prior art keywords
pupil
eyeball
image
correction
center
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TW89115101A
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Chinese (zh)
Inventor
Chen-Sheng Lin
Jau-Ning Jan
Jau-Chiun Huang
Chiau-Shiang Chen
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Jau-Ning Jan
Jau-Chiun Huang
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Priority to TW89115101A priority Critical patent/TW499306B/en
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Publication of TW499306B publication Critical patent/TW499306B/en

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Abstract

An eye pupil tracking method with crisscross line positioning functions is applied on a display mounted on the head or other device mounted on the head for detecting the movements of an eyeball. Through applying a CCD solid-state camera, we obtain 2-D linear signals of an eyeball; using an image processing card and a computer program to analyze and process the image signal; using a crisscross line in the image of the eyeball to determine the position of the eyeball; using the amount and the position of the pixels with a low gray scale on the crisscross line to calculate the perpendicular and horizontal angles in the viewing direction of the eyeball and the conscious blinking movements of the eyeball; processing in real time the movement information of the eyeball; and providing the locus data of the eyeball on the computer screen, thereby forming a high efficiency man-machine interface.

Description

經濟部中央標準局員工消費合作社印製 499306 A7 __ ΒΊ 五、發明説明(1 ) 【技術領域】 本發明係有關一種具有十字線定位功能之追瞳方法, 尤指一種能正確尋找瞳孔中心點,並確實偵測眼球移動及 眨眼動作來作資料處理之追瞳方法。 【先前之技術】 由於人類生活水準的提高,各種高科技家電設備也曰 漸普及,現有之虛擬實境系統、頭配型顯示器或其他觀賞 、瀏覽之設備也因應而生,目前頭配型顯示器系統設計者 常期望能獲得有關使用者的眼球活動行爲之資料,以做爲 整個系統架構改進的參考,而這些資料也是硏究眼科醫學 、心理學、生理學、傳播學、媒體藝術學…等專家學者所 急於探討的題材。 關於眼球活動行爲之量測,常見的有眼球追蹤系統, 其可以即時的偵測出眼球活動的情形,目前追瞳系統以檢 測原理可分類爲壓電式追瞳系統、光學式追瞳系統及磁場 式追瞳系統三種。 其中,壓電式追瞳系統是利用眼壓的變化來偵測眼球 活動方向,此種偵測方式主要是利用壓電材料貼在眼睛周 圍,再利用壓電感測器將眼壓轉換成電能信號,並將所得 電壓信號加以處理判讀,但,壓電式追瞳系統因以電流感 測,容易因流汗等其他因素,影響訊號的判讀;而磁場式 追瞳系統與壓電式追適系統類似’在眼球四周形成磁場, 用以判讀眼睛的活動;相對於壓電式追瞳系統,光學式追 瞳系統的彈性較大,光學式瞳位追蹤系統取像可分爲點狀 3 本紙張尺度適用中國國家標準(CNS ) A4規格(210父297公漦) (請先閱讀背面之注意事項再填寫本頁)Printed by the Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 499306 A7 __ ΒΊ V. Description of the Invention (1) [Technical Field] The present invention relates to a pupil tracking method with a crosshair positioning function, especially a method that can correctly find the center point of the pupil. And it really does detect pupil movements of eyeball movement and blinking for data processing. [Previous technology] Due to the improvement of human living standards, various high-tech home appliances have also become popular. Existing virtual reality systems, head-mounted displays or other viewing and browsing devices have also emerged. Current head-mounted displays System designers often expect to obtain information about the user's eye movement behavior as a reference for the improvement of the overall system architecture, and these materials are also for the study of ophthalmology, psychology, physiology, communication, media art ... The subject that experts and scholars are eager to explore. Regarding the measurement of eye movement behavior, there is a common eye tracking system, which can detect the situation of eye movement in real time. At present, the pupil tracking system can be classified into piezoelectric pupil tracking system, optical pupil tracking system and Three types of magnetic field pupil tracking system. Among them, the piezoelectric pupil tracking system uses the change in intraocular pressure to detect the direction of eye movement. This detection method mainly uses a piezoelectric material to stick around the eye, and then uses a piezoelectric sensor to convert the intraocular pressure into electrical energy. Signal, and the obtained voltage signal is processed and interpreted. However, because the piezoelectric pupil tracking system uses current sensing, it is easy to affect the interpretation of the signal due to sweating and other factors; while the magnetic field pupil tracking system and piezoelectric tracking The system is similar to 'forming a magnetic field around the eyeball to judge the movement of the eye; compared to the piezoelectric pupil tracking system, the optical pupil tracking system has greater flexibility. The imaging of the optical pupil tracking system can be divided into 3 points. Paper size applies Chinese National Standard (CNS) A4 specification (210 father 297 male) (Please read the precautions on the back before filling this page)

經濟部中央標準局員工消費合作社印製 499306 A7 B7 五、發明説明(2 ) 式、線型及矩陣等方式。雖然點狀式掃瞄速度較快,但對 於眼球活動幅度過大時,易產生無法辨別的情況;至於矩 陣式,直接判斷眼睛注視的座標,且可同時記錄眼球大小 的變化。 光學式瞳位追蹤系統是利用一個已商品化的頭配型顯 示器、針孔式C C D (電荷耦合元件)、光源、及個人電腦 組裝爲其硬體部份。首先,將一個人電腦螢幕上之畫面轉 換至頭配型顯示器的屛幕上,所以當我們戴上頭配型顯示 器時,所觀看到屛幕上的影像是和個人電腦螢幕上一模一 樣,而將針孔式C C D架設在頭配型顯示器之下方,調整 焦聚、光線使得所擷取的眼球影像最清晰,當眼球影像經 由針孔式C C D傳至影像擷取卡後凍結眼球影像,再經過 現有的影像分析演算法則,來分析判斷'眼球目前所注視的 座標,再將此分析出來的座標,經由RS232的通信協定, 將座標傳送至觀賞畫面的個人電腦中,並驅動滑鼠去執行 控制指令。透過C C D固態照相機之應用,將攝影所得眼 球之二維線性影像訊號經影像處理卡及電腦程式的分析及 處理,利用眼球影像中心點來判斷眼球位置,換算眼球注 視方向的垂直角度與水平角度,再將眼球移動資訊以即時 的方式處理’最後可在電腦螢幕上提供眼球軌跡之資料。 雖然現有之瞳位追蹤系統已能分析使用者之眼球行爲 ,然而,光學式之追瞳方法在分析取得瞳孔中心座標時常 易受到眼睛周圍之陰影部份或眉毛的灰度値影響而造成誤 判瞳孔中心位置之問題,且人體生理上的眼球跳動及眨眼 本紙張尺度適用中國國家標準(CNS ) A4規格(210X 297公釐) (請先閱讀背面之注意事項再填寫本頁) 、1' 丨¾ 499306 A7 B7 五、發明説明(3 ) 動作都會造成光學式追瞳方法的誤動,再者,現有之光學 式追瞳方法大都解析度較低,對於眼球大幅度之移動容易 產生誤差過大,而導致判斷錯誤,甚至完全無法追蹤的問 題。 【目的及功效】 本發明之主要目的,在於解決上述的問題而提供一種 具有十字線定位功能之追瞳方法,其主要係利用瞳孔影像 中之十字線來計算並定位出十字線中心點與瞳孔中心點之 距離,並於計算時加入權重因子,以正確計算出瞳孔中心 點之座標,再利用攝影所取得之每一張影像中十字線之低 灰度値的點素數量及位置的改變,來換算眼球注視方向的 垂直角度與水平角度,以及有意識之眨眼動作,以達到確 實偵測眼球移動及眨眼動作之功效。 本發明之次一目的,爲提供一種藉由五點校正法中所 取得之上、下、左、右四個校正係數之數値,而可用以判 斷使用者操作追瞳系統能力之追瞳方法。 本發明之再一目的,爲提供一種藉由五點校正法中所 取得之上、下、左、右四個校正係數之數値來計算出改善 比,而能達到比較同一使用者前後次對追瞳系統之操作能 力之改善程度的追障方法。 【技術內容】 本發明係提供一種具有十字線定位功能之追瞳方法, 其主要包括下列步驟: 攝取瞳孔影像:以CCD攝影機攝取使用者之眼球影 本紙張尺度適用中國國家標準(CNS ) A4規格(210X 297公釐) (請先閱讀背面之注意事項再填寫本頁 丁 經濟部中央標準局員工消費合作社印製 經濟部中央標準局員工消費合作社印製 499306 A7 s_____B7__ 五、發明説明(4 ) 像,並將所取得眼球之二維線性影像訊號透過影像處理卡 及電腦程式來分析、處理; 測定瞳孔中心:在處理眼球影像時採用X、Y座標二 値化分類,當某個點素的元素灰度値小於設定値時,即認 定爲瞳孔位置,並於判斷曈孔位置诗採用權重因子,以避 免將眉毛或是陰影誤判爲瞳孔,再框選瞳孔影像,利用瞳 孔影像中之十字線來計算並定位出十字線中心點與瞳孔中 心點之距離,並使用權重法以計算出來之曈孔中心點座標 爲中心對外逐漸增加點素中灰度的數値,以將眼球及瞳孔 位置確實區分; 追蹤瞳孔位置··分祈由C C D攝影機所拍攝取得之使 用者的眼球連續影像,利用每一張影像中十字線之低灰度 値的點素數量及位置的改變,來換算眼球注視方向的垂直 角度與水平角度,以及有意識之眨眼動作,再將眼球轉動 的資訊以即時的方式處理,使眼球轉動的資訊於電腦螢幕 上作爲游標移動之軌跡,並使有意識之眨艰動作爲滑鼠按 下選項之動作。 本發明之上述及其他目的與優點,不難從下述所選用 實施例之詳細說明與附圖中,獲得深入了解。 當然,本發明在棠些另件上,或另件之安排上容許有 所不同,但所選用之實施例,則於本說明書中,予以詳細 說明,並於附圖中展示其構造。 I實施例之詳細說明】 請參閱第1圖及第2圖,本發明係一種具有+字線定 6 本紙張尺度適用中國國家標準(CNS ) A4規格(210X 297公釐) (請先閱讀背面之注意事項再填寫本頁) -衣Printed by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs 499306 A7 B7 V. Description of the invention (2) Type, line type and matrix. Although the spot scanning speed is fast, it is easy to produce unrecognizable situations when the amplitude of eye movements is too large. As for the matrix, the coordinates of eye gaze are directly determined, and changes in eye size can be recorded at the same time. The optical pupil tracking system is assembled using a commercially available head-mounted display, a pinhole C C D (charge coupled device), a light source, and a personal computer. First, the screen on a personal computer screen is converted to the screen of a head-mounted display, so when we put on the head-mounted display, the image on the screen is exactly the same as that on the screen of a personal computer. The hole CCD is set under the head-mounted display. The focus and light are adjusted to make the captured eyeball image the clearest. When the eyeball image is transmitted to the image capture card through the pinhole CCD, the eyeball image is frozen, and then passes through the existing The image analysis algorithm analyzes and judges the coordinates that the eyeball is currently looking at, and then transmits the analyzed coordinates to the personal computer on the viewing screen via the RS232 communication protocol, and drives the mouse to execute the control instructions. Through the application of the CCD solid-state camera, the two-dimensional linear image signal of the eyeball obtained by photography is analyzed and processed by an image processing card and a computer program, and the position of the eyeball is determined by using the center point of the eyeball image, and the vertical and horizontal angles of the eyeball gaze direction are converted. Then the eye movement information is processed in a real-time manner. Finally, the eye track data can be provided on the computer screen. Although the existing pupil tracking system has been able to analyze the user's eyeball behavior, the optical pupil tracking method is often susceptible to the shadow around the eye or the gray scale of the eyebrows when analyzing and obtaining the center coordinates of the pupil, which can cause misjudgment of the pupil. The problem of the center position, and the human body ’s eyeballs and blinking. The paper size applies the Chinese National Standard (CNS) A4 specification (210X 297 mm) (please read the precautions on the back before filling this page), 1 '丨 ¾ 499306 A7 B7 V. Description of the Invention (3) The movements will cause the misoperation of the optical pupil tracking method. Moreover, the existing optical pupil tracking methods are mostly of low resolution, and it is easy to cause excessive errors for the large-scale movement of the eyeball, and Problems that lead to misjudgments, or even completely untraceable. [Objective and Effect] The main purpose of the present invention is to solve the above-mentioned problems and provide a pupil tracking method with a crosshair positioning function, which mainly uses the crosshairs in the pupil image to calculate and locate the crosshair center point and the pupil. The distance between the center points, and a weighting factor is added in the calculation to correctly calculate the coordinates of the center point of the pupil, and then the number of pixels and the position of the low gray scale crosshairs in each image obtained by photography are changed. To convert the vertical and horizontal angles of eye gaze direction, and conscious blinking movements, to achieve the effect of detecting eye movements and blinking movements. A second object of the present invention is to provide a pupillary chase method that can be used to determine the ability of a user to operate a pupillary chase system by using the four correction coefficients of upper, lower, left, and right obtained in a five-point correction method. . Yet another object of the present invention is to provide an improvement ratio calculated by using the numbers of four correction coefficients of upper, lower, left, and right obtained in the five-point correction method, so that the same user can be compared before and after. Tracing method for improving the operating ability of the pupil tracking system. [Technical content] The present invention provides a pupil chasing method with a crosshair positioning function, which mainly includes the following steps: Capture pupil image: Use CCD camera to capture the eye shadow of the user. The paper size is applicable to the Chinese National Standard (CNS) A4 specification ( 210X 297 mm) (Please read the notes on the back before filling out this page. Printed by the Employees 'Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs. Printed by the Consumers' Cooperative of the Central Standards Bureau of the Ministry of Economy. Printed by 499306 A7 s_____B7__ V. Description of the invention (4) The obtained two-dimensional linear image signal of the eyeball is analyzed and processed by the image processing card and computer program. Determination of the pupil center: When processing the eyeball image, the X and Y coordinates are binarized and classified. When the element of a pixel is gray When the degree 値 is less than the set ,, it is regarded as the pupil position, and a weighting factor is used in the judgment of the poem position to avoid misjudging eyebrows or shadows as pupils. Then select the pupil image and use the cross lines in the pupil image to calculate And locate the distance between the center point of the crosshair and the center point of the pupil, and use the weight method to calculate The coordinates of the central point of the perforated hole gradually increase the number of gray levels in the pixel to the outside to distinguish the position of the eyeball and the pupil. Tracking the position of the pupil · · Subtract a continuous image of the user's eyeball captured by the CCD camera. Changes in the number and position of pixels in the low gray scale of the crosshairs in each image are used to convert the vertical and horizontal angles of the eye gaze direction and the conscious blinking action, and then the information about the eyeball rotation is real-time The information that makes the eyeballs turn on the computer screen is used as the track of the cursor movement, and the conscious blinking motion is the action of the mouse pressing the option. The above and other objects and advantages of the present invention are not difficult to obtain from the following. The detailed descriptions of the selected embodiments and the drawings are used to gain in-depth understanding. Of course, the present invention allows for differences in the arrangement of other parts, or the arrangement of the parts, but the selected embodiment is in this specification. It will be described in detail, and its structure will be shown in the drawings. I Detailed description of the embodiment] Please refer to FIG. 1 and FIG. 2. The present invention is a type having a + word line. Set 6 This paper size applies Chinese National Standard (CNS) A4 specification (210X 297 mm) (Please read the precautions on the back before filling this page)-Clothing

'•IT ^306 ^306 經濟部中央標準局員工消費合作社印製 A7 ____, _ B7 發明説明(5 ) 位功能之追瞳方法,本發明之方法於本實施例中係採用一 頭配型瞳位追蹤系統,其組成包含下列各設備:'• IT ^ 306 ^ 306 Printed by A7 ____, _ B7 in the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economics. (5) A pupil tracking method for the function. The method of the present invention uses a matching pupil position in this embodiment. The tracking system consists of the following equipment:

1 ·個人電腦一台(CPU: PentiumH 350,記憶體:64MB ,顯示卡:S3 savage 3d/m含τν-out ),用來執行系 統之瞳位追蹤程式,輔具程式以及眼球動態記錄程式 〇 2 ·影像擷取卡一片·· FOCUS Enhancements公司之Invi deo/PCi,目的在轉換CCD攝影機的視訊系號成爲電 腦可處理之數位信號。 3. CCD攝影機一台,用來擷取使用者之眼球影像,其 選用之考慮要點爲:體積小、重量輕、低照度與像素 多者爲佳、彩色C C D之效果亦較黑白者爲佳。 4 . 5W燈泡一只,用來作爲系統之光源。 5 .頭配顯示器一架,用來讓使用者觀賞電腦畫面用,包 括執行系統之初始校正,操作眼控程式與瀏覽其他作 爲分析眼球動態資料用之畫面。 6 ·影像處理用軟體:Borland C++ Builder。 本發明採用頭配顯示器的目的在克服一般視訊系統型 追瞳器共有的一項缺點,就是使用者之頭部與攝影機的相 對位置必須保持固定,否則便會產生誤差或是誤判的的情 況,頭配顯示器的好處在於其固定於頭上,所以使用者頭 部與攝影機之間的相對位置不會改變。 本發明所使用之追瞳器係架構一台針孔式C C D攝影 機在頭配顯示器螢幕的下方,如第1、2圖所示,當使用 7 本紙張尺度適用中國國家標準(CNS ) A4規輅(210X297公釐) (請先閱讀背面之注意事項再填寫本頁) 訂 499306 五 _ 經濟部中央標準局員工消費合作社印製 A7 B7 發明説明(s ) 者配戴頭配顯示器10 1瀏覽的同時,CCD攝影機1 ο 2便會擷取使用者眼球活動的影像由導線1 〇 3傳輸至電 腦1 〇 4中分析處理,電腦程式會以本發明之方法計算出 曈孔中心位置之後將影像中眼球中心座標對應至螢幕的座 標,便可利用眼球活動來控制電腦滑鼠位置。如果追瞳系 統再搭配具有選項畫面的應用程式,例如語音資料庫系統 、中英文輸入程式以及撥號系統等,使用者就可以不必用 到雙手,純粹只利用眼睛的注視來發出簡單的生活對話語 音,或是用眼睛來輸入一段完整的中、英文句子,甚至還 可利用追瞳系統來做撥電話、上網路等動作。 本發明之具有十字線定位功能之追瞳方法,其主要包 括下列步驟: 一、攝取瞳孔影像A : 以頭配顯示器101螢幕的下方之CCD攝影機10 2攝取使用者之眼球影像,並將所取得眼球之二維線性影 像訊號傳輸至電腦1 〇 4。 請參閱第3A至3 I圖,其係以CCD攝影機1 0 2 所攝取之使用者於各種視野時之眼球瞳孔影像,自第3 a 至3 i圖分別是眼球注視上方、下方、左側、右側、左上 方、右上方、左下方、右下方及正視前方位置所擷取之眼 球瞳孔影像,因爲C C D攝影機10 2是設在頭配顯示器 1 0 1的下方4 0度左右取像,因此,眼睛即使是正視前 方,眼球瞳孔影像也是成橢圓形,反倒是向螢幕下方注視 時就成圓形,這都是我們架構所造成的特性。 8 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐)1 · A personal computer (CPU: PentiumH 350, memory: 64MB, graphics card: S3 savage 3d / m with τν-out), used to execute the pupil tracking program, assistive program and eye movement recording program of the system. 2 · One image capture card · · Invi deo / PCi of FOCUS Enhancements, the purpose is to convert the video signal of the CCD camera into a digital signal that can be processed by a computer. 3. A CCD camera is used to capture the user's eyeball image. The considerations for choosing it are: small size, light weight, low illumination and more pixels. The effect of color CC is better than that of black and white. 4. A 5W bulb is used as the light source of the system. 5. A head-mounted display for users to watch the computer screen, including performing the initial calibration of the system, operating eye control programs and viewing other screens for analyzing eye movement data. 6 · Image processing software: Borland C ++ Builder. The purpose of adopting a head-mounted display in the present invention is to overcome a disadvantage common to general video system-type pupil chasing devices, that is, the relative position of the user's head and the camera must be kept fixed, otherwise errors or misjudgments may occur. The advantage of the head-mounted display is that it is fixed on the head, so the relative position between the user's head and the camera will not change. The pupil chaser system used in the present invention is a pinhole CCD camera under the display screen of the head. As shown in Figures 1 and 2, when using 7 paper sizes, the Chinese National Standard (CNS) A4 regulations apply. (210X297 mm) (Please read the notes on the back before filling out this page) Order 499306 5_ Printed by the Consumer Standards Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs A7 B7 Invention Description (s) The person wears a head with a display 10 1 While browsing The CCD camera 1 ο 2 will capture the image of the user's eyeballs and transfer it to the computer 104 for analysis and processing. The computer program will use the method of the present invention to calculate the center position of the sacral hole in the image. The center coordinates correspond to the coordinates of the screen, and eye movements can be used to control the position of the computer mouse. If the pupil tracking system is paired with an application with option screens, such as a voice database system, Chinese and English input programs, and a dialing system, the user can use simple eyes to send simple life conversations without using both hands. Voice, or use your eyes to enter a complete Chinese and English sentence, and even use the pupil tracking system to make phone calls, go online, etc. The pupil tracing method with crosshair positioning function of the present invention mainly includes the following steps: 1. Capture pupil image A: Use a CCD camera 102 on the lower part of the screen with a head 101 to capture a user's eyeball image, and obtain the obtained eyeball image. The two-dimensional linear image signal of the eyeball is transmitted to the computer 104. Please refer to Figs. 3A to 3I, which are images of the pupils of the eyeballs of the user in various fields of view taken by the CCD camera 1 02. From Figs. 3a to 3i, the eyes are above, below, left, and right. , Upper left, upper right, lower left, lower right, and front view of the eye pupil image, because the CCD camera 102 is set at 40 degrees below the head-mounted display 1101, so the eyes Even when looking straight ahead, the pupil image of the eyeball is elliptical, but instead looks circular when looking down the screen. This is a characteristic of our architecture. 8 This paper size is applicable to China National Standard (CNS) A4 (210X297 mm)

(請先閱讀背面之注意事項再填寫本頁J 訂 499306 A7 B7 __ _ ' _______________ ____ _ _______________ ________. ---------— 五、發明説明(7 ) 二、測定瞳孔中心B : 在判斷眼球區域時,因爲我們在處理眼球影像時係採 用:K、Y座標二値化分類,當某個點素(pi xel )的元素 灰度値小於設定値時,即認定爲瞳孔位置,而爲使系統判 定瞳孔位置時能更正確,以避免將眉毛或是陰影都誤判爲 瞳孔,故於系統判斷瞳孔位置時採用權重因子,以避免將 眉毛或是陰影誤判爲瞳孔。 請參閱第4圖,本方法處理影像的方式係在所擷取之 瞳孔影像上,以二維座標之十字線於瞳孔圓形之影像上形 成二條切線,我們假設瞳孔爲一圓形,因此我們便有一個 非常重要的原理可以使用,圓上的任意切線其中心點的垂 直平分線(法線)必經過曈孔中心(圓心),因此任兩條 切線的垂直平分線的交點必爲圓心,我們取垂直及水平兩 切線的垂直平分線,該水平及垂直切線(即十字線)的兩 端點分別爲(Χ1,Υ·),(Χ2,ΥΪ),(ΧΙ,Υ1),(Χ*, Y 2) ,則瞳孔中心點(X e,Y e )爲 X e =(χ l+χ 2)/ 2 Y e =( Y 1+Y 2)/ 2 經濟部中央標準局員工消費合作社印製 (請先閱讀背面之注意事項再填寫本頁) 而在眼球移動時所擷取的每張影像上要尋找瞳孔中心 點時’則只需保證水平線X 1與垂直線γ,兩線必須和瞳孔 有相交即可,現今的影像輸入速度約在每秒1 2至3 〇張 之間’以我們影像的大小而言只要令每一張的X ·與γ*等 於上張影像中的瞳孔中心點(χ'γ»),就能確保與移動 9 本紙張尺度適用中國國家標準(CNS ) Α4規格(210X297公釐) 經濟部中央標準局員工消費合作社印製 499306 A7 B7 -______________ 五、發明説明(8 ) 後的瞳孔有相交,而且誤差不會因使用的時間的增長而被 累積。 計算出十字線中心與瞳孔中心點(X e,Y e )之距離 後,接下來就使用權重法,以計算出來的瞳孔座標爲中心, 對外逐漸增加點素(pi xel )中灰度的數値,以將眼球及 瞳孔位置確實區分; • 其加入瞳孔灰度權重爲α 十字線中心點與瞳孔中心點(X e , Y e )之距離爲D 貝0 f(X e , Y e ) 1 =D α + f(X e , Y e ) 三、追蹤瞳孔位置C : 分析由CCD攝影機1 0 2所拍攝取得之使用者的眼 球連續影像,利用每一張影像中十字線之低灰度値的點素 (pixel )數量及位置的改變,來換算眼球注視方向的垂 直角度與水平角度,以及有意識之眨眼動作,再將眼球轉 動的資訊以即時的方式處理,使眼球轉動的資訊於電腦螢 幕上作爲游標移動之軌跡,並使有意識之眨眼動作爲滑鼠 按下選項之動作。 前一步驟的演算法提供了一個極其快速的搜尋方法, 但仍面臨了下列兩個問題: a ·取樣資訊少,雜訊所顯現的影響相形提高。 b·人眼生理上的自然震動之影響仍相當嚴重9 爲了克服人眼车理上的自然震動所造成之游標飄移的 情況,我們提出f下面的作法: 設游標移動方向爲 10 ( CNS ) A4^m ( 210X 297^f ) (請先閱讀背面之注意事項再填寫本頁)(Please read the precautions on the back before filling in this page. J Order 499306 A7 B7 __ _ '_______________ ____ _ _______________ ________. ------------- V. Description of the invention (7) 2. Determination of pupil center B: When judging the eyeball area, because we use the K and Y coordinate binary classification when processing the eyeball image, when the gray level 値 of a certain pixel (pi xel) is less than the set 値, it is regarded as the pupil position. In order to make the system determine the pupil position more accurately to avoid mistakenly identifying eyebrows or shadows as pupils, a weighting factor is used when the system judges pupil positions to avoid misjudging eyebrows or shadows as pupils. Please refer to Section 4 Figure. The method of image processing in this method is on the captured pupil image. Two tangent lines are formed on the pupil circle image with the cross of two-dimensional coordinates. We assume that the pupil is a circle, so we have a very An important principle can be used. The vertical bisector (normal line) of the center point of any tangent line on the circle must pass through the center of the countersink (circle), so the intersection of any two tangent lines It must be the center of the circle. We take the vertical bisector of the vertical and horizontal tangent lines. The two ends of the horizontal and vertical tangent lines (cross lines) are (× 1, Υ ·), (× 2, ΥΪ), (× 1, Υ1). (× *, Y 2), then the pupil center point (X e, Ye) is X e = (χ l + χ 2) / 2 Y e = (Y 1 + Y 2) / 2 Central Standards Bureau of the Ministry of Economic Affairs Printed by the employee consumer cooperative (please read the precautions on the back before filling this page). When looking for the pupil center point on each image captured when the eye moves, you only need to ensure the horizontal line X 1 and vertical line γ, The two lines must intersect with the pupil. Today's image input speed is about 12 to 30 frames per second. In terms of the size of our image, we only need to make each X · and γ * equal to the previous image. The pupil center point (χ'γ ») in the middle can ensure and move 9 paper sizes are applicable to the Chinese National Standard (CNS) A4 specifications (210X297 mm) Printed by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs 499306 A7 B7 -______________ V. Description of the invention The pupils after (8) intersect, and the error will not increase due to the use of time After the distance between the center of the crosshair and the center point of the pupil (X e, Ye) is calculated, the weight method is used next, with the calculated pupil coordinates as the center, and the gray in the pixel (pi xel) is gradually increased to the outside. The number of degrees is used to distinguish the eyeball from the pupil position; • The grayscale weight of the pupil is added to the distance between the center point of the α-cross line and the center point of the pupil (X e, Y e) as D Bei 0 f (X e, Y e) 1 = D α + f (X e, Y e) 3. Track pupil position C: Analyze the continuous images of the user's eyeballs taken by the CCD camera 102, and use the low of the crosshairs in each image Changes in the number and position of gray pixels, to convert the vertical and horizontal angles of eyeball gaze direction, and conscious blinking, and then process the information of eyeball rotation in a real-time manner to make the eyeball rotate The information is used as a cursor movement track on the computer screen, and the conscious blinking action is the action of the mouse pressing the option. The algorithm of the previous step provides an extremely fast search method, but still faces the following two problems: a. The sampling information is small, and the effect of noise is increased in proportion. b. The impact of natural vibration on the human eye is still quite serious. 9 To overcome the cursor drift caused by the natural vibration of the human eye, we propose the following method of f: Let the cursor move direction be 10 (CNS) A4 ^ m (210X 297 ^ f) (Please read the notes on the back before filling this page)

、1T 499306 Α7 Β7, 1T 499306 Α7 Β7

i、發明説明(S v(〇 x(,). 其中X(t)與y<t)爲時間t-1與t時的瞳孔中心的座標之差, 瓦⑴爲輸出的方向。下式提供了我們判斷兩次的瞳孔的 移動方向是否相同, v(/) _ v{t-ri) ||v(〇|| \\v(t-r7)\\ 我們不難理解如果越多次的影像都顯示瞳孔往同一方向 移動,則我們可以卻確認瞳孔是往此方向移動的可信度 越高,反之則越低。因此η越大則越可靠,我一此原則 來設計了輸出瓦(〇 (請先閲讀背面之注意事項再填寫本頁) v(t) - v(t -1) m(k - η) m if n <k if n > k 其中k與m由使用者自行決定,通常我們的建議値是m=i且 k=3。接著我們回過頭來看判斷瞳孔移動方向的式子,我 們先前提過眼球在生理上就有會振動的情形,因此我們所 提出的式子顯然不甚合理,所以我們加以延伸爲下式: v(/ - η) v(〇 v(t - η) 經濟部中央標準局員工消費合作社印製 网 Ί^ί 其中Ρ爲使用者自訂的誤差値,只要符合上式我們便稱爲 移動方向相同。 第5幽爲增加游標穩定性的演算法的示意圖,我們運 疋rn=l及k=2作爲說明,實線爲睦孔移動方向’虛線爲以才 11 本紙張尺度適用中國國家標準(CNS ) Α4規格(21〇Χ297公釐) 經濟部中央標準局員工消費合作社印聚 499306 A7 ___B7 五、發明説明(10 ) 方法處理後所輸出的游標移動方向,我們不難發現到如果 移動方向相同時,輸出的游標將會很快的追上瞳孔的移 動,但如果移動方向有變化時(如V 3的方向明顯大於我 們容許的變化量),輸出將會延緩跟隨的腳步,因此我們 可以輕易的從第5圖中發現我們對於移動途中的干擾的抑 止能力,於第5圖中: v7•:代表了第i次的量測到的移動量(輸入) •:代表了第i次的游標移動量(輸出) P:代表了允許的誤差偏移量 η:代表了累記移動方向相同的次數 代表第一次輸出結果 2 其中第一次移動時η=0所以v3#v2 =>;?=〇第二次的移動 方向與第三次的移動方向不同,所以η重設爲0, ν5- ρ<νβ<ν5 + ρ=>η = \^νο6=νβ 五、六兩次移動的方向在誤 差容許範圍內,且η=1所以輸入輸出結果相同。 請參閱第6 A及6 B圖,第6 A圖爲眼睛在靜止狀態 所擷取之影像,與整個瞳孔相交的十字爲搜尋瞳孔的結果 ,其得到的結果爲白色十字所標示的中心點,即爲瞳孔中 心點,此兩搜尋線段的交點爲上次的瞳孔中心,在第6 B 圖中即可看出其差異,其上的方點代表爲我們針對瞳孔移 動進穩定性演算法後的結果,據此,即可於眼球移動時確 實地追蹤其移動的軌跡,以作爲電腦螢幕上游標移動之軌 跡0 12 本紙張尺度適用中國國家標準(CNS ) A4規格(210'/297公釐) (請先閱讀背面之注意事項再填寫本頁)i. Description of the invention (S v (〇x (,). where X (t) and y < t) are the difference between the coordinates of the pupil center at time t-1 and t, and watt is the direction of output. Provided by the following formula After we judge whether the direction of movement of the pupil is the same twice, v (/) _ v {t-ri) || v (〇 || \\ v (t-r7) \\ It is not difficult to understand if the The images show that the pupil moves in the same direction, but we can confirm that the higher the credibility of the pupil moving in this direction, the lower the confidence. Therefore, the greater the η, the more reliable. I designed the output tile according to this principle ( 〇 (Please read the notes on the back before filling this page) v (t)-v (t -1) m (k-η) m if n < k if n > k Decision, usually our suggestion 値 is m = i and k = 3. Then we go back and look at the formula for judging the direction of pupil movement. We mentioned earlier that the eyeballs will vibrate physiologically, so we proposed The formula is obviously not very reasonable, so we extend it to the following formula: v (/-η) v (〇v (t-η) Printed by the Consumers' Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs. Order Error 値, as long as it meets the above formula, we will call the same moving direction. The 5th figure is a schematic diagram of the algorithm to increase the stability of the cursor. We use 疋 rn = 1 and k = 2 as illustrations. The dotted line is based on the Chinese paper standard (CNS) A4 size (21 × 297 mm) applied to the paper size of the paper. The central government bureau of the Ministry of Economic Affairs's Consumer Cooperatives Co., Ltd. 499306 A7 ___B7 V. Description of the invention (10) Output after processing Cursor movement direction, it is not difficult to find that if the movement direction is the same, the output cursor will quickly catch up with the movement of the pupil, but if there is a change in the movement direction (such as the direction of V 3 is significantly larger than our allowable amount of change) , The output will delay the pace of following, so we can easily find our ability to suppress interference during the movement from Figure 5, in Figure 5: v7 •: represents the i-th measured movement (Input) •: Represents the i-th cursor movement (output) P: Represents the allowable error offset η: Represents the accumulated number of times in the same movement direction Represents the first input Result 2 where η = 0 during the first movement, so v3 # v2 = >; == 〇 The second movement direction is different from the third movement direction, so η is reset to 0, ν5- ρ < νβ < ν5 + ρ = > η = \ ^ νο6 = νβ The directions of five or six movements are within the tolerance range, and η = 1, so the input and output results are the same. See Figures 6 A and 6 B, Figure 6 Figure A is the image captured by the eye in the static state. The cross that intersects the entire pupil is the result of searching for the pupil. The result obtained is the center point marked by the white cross, which is the center point of the pupil. The intersection of the two search line segments This is the last pupil center, and the difference can be seen in Figure 6B. The square points above represent the results of our stability algorithm for pupil movement. Based on this, it can be confirmed when the eyeball moves. Track its movement track as the track of the computer screen's upstream mark. 0 12 This paper size applies to China National Standard (CNS) A4 specification (210 '/ 297 mm) (Please read the precautions on the back before filling this page )

499306 A7 B7 經濟部中央標準局員工消費合作杜印製 根據實驗,眼睛眨 成零。有意的眨眼其眨 秒,而現今的影像輸入 故CCD攝影機1 0 2 一定會有十張以上的瞳 眨眼的時間相當短,瞳 因此我們就可以利用判 球是否有眨眼,藉以利 五、發明説明(11 眼時瞳孔直徑會變小,也就是會變 眼的時間較長,通常會長達一、兩 速度約在每秒1 2至3· 0張之間, 所攝取之使用者的眼球瞳孔影像, 孔直徑會是零,而無意識的眨眼其 孔直徑是零的只可能有一、兩張, 斷瞳孔直徑爲零的次數,來判斷眼 用眨眼的動作作爲滑鼠按下的功能 請參閱第7 A至7 C圖,其分別係無意識眨眼、有意 識眨眼一秒鐘及有意識眨眼二秒鐘之瞳孔直徑資料,由其 中瞳孔直徑的點數即可作爲判斷,點數採用累計,只要瞳 孔直徑小於2 0,就開始統計,大於2 0就結束統計,當 累積點數多於1 〇點者,即可判定爲有意的眨眼,除此之 外,我們會再加入權重値來計算,以使測得有意識之眨眼 的結果更精確,有意識的眨眼權重値統計分數公式如下: η wt = 2=1 第8圖即爲有意識眨眼之權重値與瞳孔垂直線之點數 對照表,經由上述的方法即可於使用者有意識眨眼時,作 爲滑鼠按下的功能。 而由於每一個人眼球的靈活度及轉動的穩定性並不相 同,故於使用前需進行使用者之曈位校正動作,瞳位校正 實施距離調整的動怍,我們以注視螢幕(Sex,5c>J, 13 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐) (請先閱讀背面之注意事項再填寫本頁) 訂 499306 A7 B7 五、發明説明(12 ) ,C^x2^y2), dhU,五點,如第 9 A 至 9 E圖所示,以求得之影像中瞳孔中心點(Mcx,Mcy)、 (ΜΧΐ,ΜγΙ) 、(Mx2,My2)、(Mx3,My3)、(Mx4,My4)校正點,以初始設 定/7=J, 4之座標比對,將取樣之點做/3微調即可得到 一個正確之>5係數,並以之間距離來限定相對位置,接著 我們將分配四象限來校正>5在各象限之値,當系統計算出 標準校正點中心(TSc;r,5cyJ)時會自動切割四個象限來計算 相對位置,以此類推,我們可以使用四個校正點及原點之 定位點來做定位, 並求出(β χη / (請先閱讀背面之注意事項再填寫本頁) (H)二( 經濟部中央標準局員工消費合作社印製 /7 = 1,2,3,4 再來實施(β χβ y J係數距離調整校正的動作,以此 値來對應瞳位座標與實際平面之座標點,求出眼球之中心 點Wcx, AfC乂?再求出>5,將對每一校正點對應至螢幕上的 點做分析,而校正點對應螢幕之初始設定爲 C^xnf %yn) n=lf2,3,4 將取樣之點代入前述之公式 14 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐) 499306 A7 B7 五、發明説明(13 ) 心1,2,3,4 即可得到一組正確之/3係數,其中杠办爲比例控制經驗指 數,而你,办)爲偏移之經驗指數,以(5CX, 5cy) (Γ9ΪΛ77, 之間距離來限定相對位置可將螢幕座標系分配四象現,當 系統計算出標準校正點中心(A/C;〇 Α/cy;)時會自動切割四個 象現來計算相對位置,而在眼球中心位置求出時看是在那 一象現而代入(β χη,β yn)。我們可針對校正後計算之眼 睛瞳孔位置之所在不同位置映射至螢幕座標 <f5x,5y;»从這種分段多層次的判斷方式,可精確的計算出 瞳孔注視之眞正的座標値,而當如發現系統計算出界的狀 況發生機率每秒有10張時,則使用者的配戴位置可能有 許偏差此時即持續超出校正範圍,則可以加以最 大出格位置偏移量64X,八K;來計算出新的瞳孔位置·· AX=MX - MXS Ay- My ~ Mys 爲象現之邊界點 經濟部中央標準局員工消費合作社印製 (請先閱讀背面之注意事項再填寫本頁) 參考點Scx,Scy將自動依相減修正,即系統求出之 相對於螢幕座標爲,在各像限之公式如下,並將 其於第1 1圖上表示: 第一象限 15 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐) 499306 A7 B7 經濟部中央標準局員工消費合作社印製 五、發明説明(14499306 A7 B7 Consumption cooperation by employees of the Central Bureau of Standards of the Ministry of Economic Affairs Du printed According to experiments, eyes blinked to zero. The blinking time is intentional, and the current image is input. Therefore, the CCD camera 1 0 2 will surely have more than ten pupils. The blinking time is quite short. Therefore, we can use the judging ball to wink. (In 11 eyes, the pupil diameter will become smaller, that is, it will take a longer time to change eyes. It usually takes one or two velocities between about 12 and 3.0 frames per second. The captured pupil's pupil image The diameter of the hole will be zero, and there may be only one or two of them when the unconscious blinking is zero. The number of times the pupil diameter is zero is used to judge the eye blinking action as the function of the mouse press. A to 7C, which are the pupil diameter data of unconscious blink, conscious blink for one second and conscious blink for two seconds, respectively. The number of pupil diameter points can be used as the judgment. The points are accumulated, as long as the pupil diameter If it is less than 20, the statistics will be started, and if it is greater than 20, the statistics will be ended. When the accumulated points are more than 10, it can be judged as an intentional blink. In addition, we will add the weight 値 to calculate so that The result of conscious blinking is more accurate. The statistical score formula for conscious blinking weights is as follows: η wt = 2 = 1 Figure 8 is the comparison table of the weights of conscious blinking and the vertical line of the pupil. The method can be used as the function of mouse pressing when the user blinks consciously. Because the flexibility and rotation stability of each eyeball are not the same, the user's position correction action must be performed before use. For the adjustment of the distance of pupil position correction, we take a look at the screen (Sex, 5c> J, 13 This paper size is applicable to China National Standard (CNS) A4 specification (210X297 mm) (Please read the precautions on the back before filling This page) Order 499306 A7 B7 V. Description of the invention (12), C ^ x2 ^ y2), dhU, five points, as shown in Figures 9 A to 9 E, to obtain the pupil center point (Mcx, Mcy), (Μχΐ, ΜγΙ), (Mx2, My2), (Mx3, My3), (Mx4, My4) calibration points are compared with the initial setting / 7 = J, 4 and the sampling point is / 3 Fine-tuning can get a correct > 5 coefficient, and the relative is defined by the distance between them Position, then we will assign four quadrants to correct > 5 in each quadrant. When the system calculates the standard calibration point center (TSc; r, 5cyJ), it will automatically cut the four quadrants to calculate the relative position, and so on. We can use the four calibration points and the positioning points of the origin to do the positioning, and find out (β χη / (Please read the precautions on the back before filling this page) (H) 2 (Staff Consumer Cooperatives, Central Standards Bureau, Ministry of Economic Affairs Print / 7 = 1,2,3,4 and then implement (β χβ y J coefficient distance adjustment and correction action, so as to correspond to the coordinates of the pupil position and the actual plane, and find the center point Wcx of the eyeball, AfC 乂? Calculate > 5, analyze each correction point corresponding to the point on the screen, and the initial setting of the correction point corresponding to the screen is C ^ xnf% yn) n = lf2,3,4 Substitute into the aforementioned formula 14 This paper size applies the Chinese National Standard (CNS) A4 specification (210X297 mm) 499306 A7 B7 V. Description of the invention (13) Heart 1, 2, 3, 4 can get a set of correct / 3 Coefficient, where the bar is the proportional control experience index, and you, do) is the offset experience index It can be used to define the relative position by the distance between (5CX, 5cy) (Γ9 可 Λ77, and the screen coordinate system can be assigned to the four phenomena. When the system calculates the standard calibration point center (A / C; 〇Α / cy;), it will automatically The four images are cut to calculate the relative position, and when the position of the center of the eyeball is obtained, it is assumed that the image is replaced by that image (β χη, β yn). We can map to the screen coordinates < f5x, 5y for different positions of the pupil position of the eye calculated after correction; »From this segmented multi-level judgment method, we can accurately calculate the positive coordinates of pupil fixation, However, if the system calculates that the out-of-bounds condition has a probability of 10 frames per second, the user's wearing position may have a slight deviation at this time and continues to exceed the correction range, you can add a maximum out-of-range position offset of 64X, 8K. Calculate the new pupil position. AX = MX-MXS Ay- My ~ Mys is printed by the Consumers Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs (please read the precautions on the back before filling this page). The points Scx and Scy will be automatically subtracted and corrected, that is, the coordinates calculated by the system relative to the screen are as follows. The formulas in each quadrant are as follows, and they are shown on Figure 11: The first quadrant 15 This paper scale applies to China National Standard (CNS) A4 specification (210X297 mm) 499306 A7 B7 Printed by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs

Mv + Ay-Mt CS? &二心+‘(乂 +办-么土夺—圪 a2 Λ Μ. -Μ ^αλ - β 2 (— -—)hd' — Κία^β^~ -S ] Λν2 ^cv 第二象限 :βχ^Ο^χ ^τΛχ- α3 第三象限WPJM,Ax - ^y ~ ^ + βγ^Μ μ”λ —故 a5 二 βχΑ Λ Mx3 — Μπα,Αν3(ϋ: ^y4 ^cy 第四象限 (請先閱讀背面之注意事項再填寫本頁) α4Mv + Ay-Mt CS? &Amp; Erxin + '(乂 + 办-么 土 夺 — 圪 a2 Λ Μ. -Μ ^ αλ-β 2 (— -—) hd' — Κία ^ β ^ ~ -S] Λν2 ^ cv The second quadrant: βχ ^ Ο ^ χ ^ τΛχ- α3 The third quadrant WPJM, Ax-^ y ~ ^ + βγ ^ Μ μ "λ —So a5 two βχΑ Λ Mx3 — Μπα, Αν3 (ϋ: ^ y4 ^ cy Quadrant 4 (Please read the notes on the back before filling out this page) α4

M^Ay-M^ α5 MxJrAx-Mc A 16 本紙張尺度適用中國國家標準(CNS ) A4規格(210X 297公釐) 499306 A7 B7 五、發明説明(is )M ^ Ay-M ^ α5 MxJrAx-Mc A 16 This paper size is applicable to Chinese National Standard (CNS) A4 specification (210X 297 mm) 499306 A7 B7 V. Description of the invention (is)

Sx = S^Pxl{^^Ax-Sx = S ^ Pxl {^^ Ax-

My+Ay~Mc α7 M^ + Ax-Mm ^1=βχΛ H h—M〇y 經濟部中央標準局員工消費合作社印製 (、&)爲螢幕中心點座標 請參閱第12圖至第14圖,其中第12圖所示係理 想之校正圖形,而第1 3圖及第1 4圖所示,係當第一及 第三校正點沒有校正好,也就代表校正時凝視這些點時發 生誤差,可能因爲在校正這個點時,有不專心看到偏左上 的情況,也有可能是個人的誤差,但不管是如何造成,以 這樣的校正結果來操作系統將不會獲得良好的效果。 而從四個校正係數 Χ1 ^:β χ3 Χ:β y2 Γβ y4 之 變化情形可以看出使用者操作系統的能力,如四個校正係 數之値太大,使用者操作追瞳系統將不會獲得良好的效 果, 請參閱第15A至15E圖,其係由五個不同個案所取得 之四個校正係數的變化情形,當: 四個校正係數:5以內:優良 四個校正係數·· 5-10 :佳 四個校正係數:10^15 ·•可 17 本紙張尺度適用中國國家標準(CNS)A4規格( 210X 297公t) (讀先閲讀背面之注意事項再填寫本頁) 訂 # 499306 五 _I______ 經濟部中央標準局員工消費合作社印製 A7 B7 發明説明(16 ) 四個校正係數:15以上··劣 若定義改善比爲My + Ay ~ Mc α7 M ^ + Ax-Mm ^ 1 = βχΛ H h—M〇y Printed (, &) by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs for the coordinates of the center of the screen. Please refer to Figures 12 to 14 Figure 12 shows the ideal calibration pattern, while Figures 13 and 14 show that when the first and third calibration points are not corrected, it means that they occur when gazing at these points during calibration. The error may be caused by not paying attention to the upper-left situation when calibrating this point, or it may be an individual error, but no matter how it is caused, operating the system with such a correction result will not obtain good results. From the changes of the four correction coefficients X1 ^: β χ3 χ: β y2 Γ β y4, we can see the ability of the user's operating system. If the 値 of the four correction coefficients is too large, the user will not obtain the operating pupil tracking system. Good results, please refer to Figures 15A to 15E, which are the changes of the four correction coefficients obtained from five different cases, when: Four correction coefficients: within 5: Excellent four correction coefficients. 5-10 : Good four correction coefficients: 10 ^ 15 · • may 17 This paper size is applicable to China National Standard (CNS) A4 specification (210X 297g t) (Read the precautions on the back before filling this page) Order # 499306 五 _ I______ Printed by the Consumer Standards Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs A7 B7 Invention Description (16) Four correction factors: 15 or more

Id =C Pa/Pb - 1) x 100 % :上一次使用時校正係數之値 :本次使用時校正係數之値 則我們可以得到五個案例中四個校正係數之改善比如 第1 6圖所示,經由本發明之具有十字線定位功能之追瞳 方法,無論是評估使用者操作系統的能力,或是評估使用 者操作能力改善之程度,都很方便有效。 綜上所述,本發明利用瞳孔影像中之十字線來計算並 定位出十字線中心點與瞳孔中心點之距離,並於計算時加 入權重因子,以正確計算出瞳孔中心點之座標,再利用攝 影所取得之每一張影像中十字線之低灰度値的點素數量及 位置的改變,來換算眼球注視方向的垂直角度與水平角度 ,以及有意識之眨眼動作,而可達到確實偵測眼球移動及 眨眼動作之功效,且藉由五點校正法中所取得之上、下、 左、右四個校正係數之數値,可用以判斷使用者操作追瞳 系統能力,並可據此計算出改善比,而能達到比較同一使 用者前後次對追瞳系統之操作能力之改善程度。 以上所述實施例之揭示係用以說明本發明,並非用以 限制本發明,故舉凡數値之變更或等效元件之置換仍應隸 屬本發明之範疇。 由以上詳細說明,可使熟知本項技藝者明瞭本發明的 確可達成前述目的,實已符合專利法之規定,爰提出專利 18 本紙張尺度適用中國國家標準(CNS ) A4規格(210X 297公釐) (請先閱讀背面之注意事項再填寫本頁) 499306 A7 __B7五、發明説明(17 )申請0 (請先閲讀背面之注意事項再填寫本頁 經濟部中央標準局員工消費合作社印製 9 1 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐) 499306 A7 ΒΊ · 五、 經濟部中央標準局員工消費合作社印製 發明説明Us ) (請先閱讀背面之注意事項再填寫本頁) 第1圖係使用者®際配載追睦器之情況 第2 Η係本發明採用之光學式追瞳系統之硬體架構示意圖 第3 Α〜3 I圖分別是眼球注視上方、下方、左側、右側、 左上方、右上方、左下方、右下方及正視 前方位置所擷取之眼球瞳孔影像 第4圖係本發明所擷取之瞳孔影像以十字線尋找曈孔中心 座標之示意圖上 第5圖爲增加游標穩定性的演算法的示意圖 第6 A、Β圖係眼球移動時以十字線搜尋瞳孔之示意圖 第7 A〜C圖係無意識眨眼、有意識眨眼一秒鐘及有意識 眨眼二秒鐘之瞳孔直徑資料圖表 第8圖係有意識眨眼之權重値與瞳孔垂直線之點數對照表 第9 A〜E圖係瞳位校正時所擷取之上、下、左、右及中 央五個校點之瞳孔影像 第10圖係各象限中最大出格位置偏移量之數値表 第11圖係瞳孔位置映射至螢幕座標之示意圖 第1 2圖係理想之校正結果示意圖 第1 3、1 4圖係有校正偏差之示意圖 第1 5 A〜E圖係五個不同個案之四個校正係數的變化圖 第1 6圖係五個不同個案中四個校正係數之改善比 【圖號說明】 (本發明部分)Id = C Pa / Pb-1) x 100%: the last time the correction coefficient was used: the last time the correction coefficient was used, we can get the improvement of four correction coefficients in five cases, as shown in Figure 16 It is shown that through the pupil tracking method with crosshair positioning function of the present invention, it is very convenient and effective whether it is to evaluate the ability of the user's operating system or to evaluate the degree of improvement of the user's operating ability. In summary, the present invention uses the cross hair in the pupil image to calculate and locate the distance between the cross hair center point and the pupil center point, and adds a weighting factor to the calculation to correctly calculate the coordinates of the pupil center point, and then uses The change in the number of pixels and the position of the low-gray cross-line pixels in each image obtained by photography can be used to convert the vertical and horizontal angles of the eye gaze direction, and the conscious blinking action, so that the actual detection can be achieved. The effect of eye movement and blinking, and the four correction coefficients of up, down, left, and right obtained in the five-point correction method can be used to determine the user's ability to operate the pupil tracking system, and can be calculated based on this The improvement ratio can be achieved, and the degree of improvement of the operation ability of the pupil chase system by the same user before and after can be compared. The disclosure of the embodiments described above is used to illustrate the present invention, and is not intended to limit the present invention. Therefore, any number of changes or equivalent components should still belong to the scope of the present invention. From the above detailed description, those skilled in the art can understand that the present invention can indeed achieve the aforementioned purpose, and it has already complied with the provisions of the Patent Law. He has proposed a patent 18 This paper size is applicable to the Chinese National Standard (CNS) A4 specification (210X 297 mm) ) (Please read the notes on the back before filling this page) 499306 A7 __B7 V. Description of the invention (17) Application 0 (Please read the notes on the back before filling out this page Printed by the Staff Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs 9 1 This paper size applies to Chinese National Standard (CNS) A4 specification (210X297 mm) 499306 A7 ΒΊ · V. Printed invention description Us (used by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs) (Please read the precautions on the back before filling this page) Figure 1 shows the situation of the user-loaded chasing device. Figure 2 shows the hardware architecture of the optical pupil tracking system used in the present invention. Figures 3A ~ 3I are the top, bottom, left, The pupil image of the eyeball captured on the right, upper left, upper right, lower left, lower right, and facing forward. Figure 4 shows the pupil image captured by the present invention with a cross The diagram of finding the center coordinates of the perforation. Fig. 5 is a diagram of the algorithm for increasing the stability of the cursor. Fig. 6 A and B are diagrams of searching the pupil with a crosshair when the eyeball moves. 7 A ~ C are unconscious blinking and conscious. The pupil diameter data chart of blinking for one second and conscious blinking for two seconds. Figure 8 shows the weights of conscious blinking and the vertical line of the pupil. Table 9 A to E shows the data obtained during pupil correction. Top, bottom, left, right, and center pupil images. Figure 10 is the number of maximum outliers in each quadrant. Table 11 is a schematic diagram of pupil position mapping to screen coordinates. Figure 1 2 Schematic diagram of ideal correction results Figures 1 3, 1 and 4 are diagrams with correction deviations. Figures 5 A to E are changes in four correction coefficients in five different cases. Figure 16 is in four of five different cases. Improvement ratio of correction coefficient [Illustration of drawing number] (part of the present invention)

攝取瞳孔影像A 測定瞳孔中心B 20 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐) 499306 A7 B7 五、發明説明(IS ) 追蹤瞳孔位置C 頭配顯示器1 0 1 C C D攝影機1 0 2 導線1 0 3 電腦1 〇 4 (請先閱讀背面之注意事項再填寫本頁 訂 經濟部中央標準局員工消費合作社印製 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公釐)Capture the pupil image A Determine the pupil center B 20 This paper size applies the Chinese National Standard (CNS) A4 specification (210X297 mm) 499306 A7 B7 V. Description of the invention (IS) Tracking pupil position C Head with monitor 1 0 1 CCD camera 1 0 2 Conductor 1 0 3 Computer 1 〇4 (Please read the notes on the back before filling in this page. Ordered by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs. This paper is printed in accordance with the Chinese National Standard (CNS) A4 specification (210X297 mm).

Claims (1)

499306 A8 B8 C8 D8 ^、申請專利範圍 1 . 一種具有十字線定位功能之追瞳方法,其主要包括下 列步驟: 攝取瞳孔影像:以C C D攝影機攝取使用者之眼 球影像,並將所取得眼球之二維線性影像訊號透過影 像處理卡及電腦程式來分析、處理; 測定瞳孔中心:在處理眼球影像時採用X、γ座 標二値化分類,當某個點素的元素灰度値小於設定値 時,即認定爲瞳孔位置,並於判斷瞳孔位置時採用權 重因子’以避免將眉毛或是陰影誤判爲瞳孔,再框選 瞳孔影像,利用瞳孔影像中之十字線來計算並定位出 十字線中心點與瞳孔中心點之距離,並使用權重法以 計算來之瞳孔中心點座標爲中心對外逐漸增加點素中 灰度的數値,以將眼球及曈孔位置確實區分; 經濟部中央標準局員工消費合作社印製 (請先閱讀背面之注意事項再填寫本頁) 追蹤瞳孔位置:分析由C C D攝影機所拍攝取得 之使用者的眼球連續影像,利用每一張影像中十字線 之低灰度値的點素數量及位置的改變,來換算眼球注 視方向的垂直角度與水平角度,以及有意識之眨眼動 作,再將眼球轉動的資訊以即時的方式處理,使眼球 轉動的資訊於電腦螢幕上作爲游標移動之軌跡,並使 有意識之眨眼動作爲滑鼠按下選項之動作。 2 ·依申請專利範圍第1項所述之具有十字線定位功能之 追瞳方法,其中於測定瞳孔中心步驟時,係以二維座 標之十字線於瞳孔圓胲之影像上形成二條切線,利用 此一十字線與瞳孔交會點及十字線中心點之二維座標 22 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公"FT 499306 經濟部中央標準局員工消費合作社印製 A8 B8 C8 D8々、申請專利範圍 來計算求出二條切線之垂直平分線之二維座標値,而 二條垂直平分線相交會的點即爲瞳孔之中心點。 3 .依申請專利範圍第1項所述之具有十字線定位功能之 追曈方法,其中於追蹤曈孔位置之步驟時,係以每張 影像中瞳孔中心座標的差異來定出瞳孔的移動方向, 並以公式判斷連續多次的瞳孔移動方向是否相同,來 確認有意識之眼球移動方向,避免對生理上無意識之 眼球移動作反應。 4.依申請專利範圍第1項所述之具有十字線定位功能之 追曈方法,其中於追蹤瞳孔位置之步驟時,可加入一 瞳位校正動作,其係以注視螢幕上的上、下、左、右 及中央五個點時之影像來取樣出五個瞳孔中心點之瞳 位座標爲校正點,再以公式分別求出除了中央校正點 以外之四個校正點的校正係數,以對每一校正點作校 正分析運算,於計算出瞳孔中心位置時會自動將螢幕 座標切割成四個象限,於眼球移動使瞳位座標落入不 同象限時,代入該象限之校正係數以將校正計算後之 瞳位座標所在的不同位置映射至螢幕座標,以精確計 算出曈孔注視之眞正座標値。 5 .依申請專利範圍第1項所述之具有十字線定位功能之 追瞳方法,其中於追蹤曈孔位置之步驟時,係藉由眼 睛眨眼時瞳孔直徑會變小至成爲零,而有意識之眨眼 時間會常達一、兩秒,_於連續之影像上會造成十筆以 上之瞳孔直徑資料爲零,而無意識眨眼時,適孔直徑 (請先閲讀背面之注意事項再填寫本頁) C· 、1T L· 23 本紙張尺度適用中國國家標準(CNS ) A4規格(210X297公董) 499306 A8 B8 C8 D8 六、申請專利範圍 資料爲零之筆數會遠小於十,而可以公式來判斷是否 爲有意識之眨眼,以由眨眼動作做爲搰鼠按下選項之 動作。 6·依申請專利範圍第4項所述之具有十字線定位功能之 追瞳方法,其中於校正動作時可藉由四個校正係數之 數値來判斷使用者操作追曈系統之能力,四個校正點 之數値愈大時代表使用者之操作能力愈差。 7 ·依申請專利範圍第4項所述之具有十字線定位功能之 追瞳方法.,其中於校正動作時可藉由四個校正係數之 數値以公式求出一改善比,以比較同一使用者前後次 對追瞳系統之操作能力之改善程度。 (請先閲讀背面之注意事項再填寫本頁) 訂 .1# 經濟部中央標準局員工消費合作社印製 本紙張尺度逋用中國國家標準(CNS ) A4規格(210X297公釐)499306 A8 B8 C8 D8 ^, patent application scope 1. A pupil tracking method with crosshair positioning function, which mainly includes the following steps: Capture pupil image: use CCD camera to capture the eyeball image of the user, and obtain the second eyeball Dimensional linear image signals are analyzed and processed by image processing cards and computer programs. Determination of pupil center: X, γ coordinate binarization is used to classify eyeball images. When the element gray of a pixel is less than the set value, That is to identify the pupil position, and use a weighting factor when determining the pupil position to avoid misjudging eyebrows or shadows as pupils. Then select the pupil image and use the crosshairs in the pupil image to calculate and locate the crosshair center point and The distance between the pupil center points, and the weight method is used to gradually increase the number of gray levels in the pixel to the center of the calculated pupil center point coordinates to distinguish the position of the eyeballs and the pupils; the Consumer Cooperative of the Central Standards Bureau of the Ministry of Economic Affairs Printed (please read the precautions on the back before filling this page) Tracking pupil position: Analysis by CCD The continuous image of the user's eyeball taken by the camera uses the change in the number and position of pixels in the low gray scale of the crosshairs in each image to convert the vertical and horizontal angles of the eyeball gaze direction, as well as the conscious Blinking action, and then processing the information of eye movement in a real-time manner, making the information of eye movement on the computer screen as the track of cursor movement, and making the conscious blinking action be the action of the mouse pressing the option. 2. According to the pupil tracking method with cross-line positioning function described in item 1 of the scope of the patent application, in the step of measuring the center of the pupil, two tangent lines are formed on the image of the pupil circle with the cross-line of the two-dimensional coordinates, and The two-dimensional coordinates of the intersection of the crosshair with the pupil and the center point of the crosshair 22 This paper size applies to the Chinese National Standard (CNS) A4 specification (210X297 male " FT 499306 Printed by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs A8 B8 C8 D8. The scope of the patent application is used to calculate the two-dimensional coordinate 垂直 of the vertical bisector of the two tangents, and the point where the two vertical bisectors meet is the center point of the pupil. 3. According to item 1 of the scope of patent application Tracing method with cross-line positioning function, in the step of tracking the position of the perforation, the direction of pupil movement is determined by the difference of the center coordinates of the pupil in each image, and the direction of pupil movement is determined by a formula Whether it is the same, to confirm the direction of conscious eyeball movement, and to avoid reacting to the physiologically unconscious eyeball movement. 4. According to the first scope of the patent application The chase tracking method with cross-line positioning function described in the above item, in the step of tracking the pupil position, a pupil correction action can be added, which focuses on the five points on the screen: up, down, left, right and center The image of the time is used to sample the pupil coordinates of the five pupil center points as the correction points. Then, the correction coefficients of the four correction points except the central correction point are obtained by formulas to perform correction analysis operations on each correction point. When the pupil center position is calculated, the screen coordinates are automatically cut into four quadrants. When the eyeball movement causes the pupil position coordinates to fall into different quadrants, the correction coefficient of the quadrant is substituted to correct the different positions of the pupil position after correction calculation. Map to the screen coordinates to accurately calculate the 眞 positive coordinates of 曈 hole fixation. 5. According to the pupil tracking method with cross line positioning function described in item 1 of the scope of patent application, in the step of tracking the position of the 曈 hole, The pupil diameter decreases to zero when the eye blinks, and the conscious blink time often reaches one or two seconds, which will cause more than ten strokes on continuous images. Pupil diameter data is zero, and when you blink unconsciously, the appropriate hole diameter (please read the precautions on the back before filling this page) C ·, 1T L · 23 This paper size applies to China National Standard (CNS) A4 specifications (210X297) ) 499306 A8 B8 C8 D8 6. The number of patent applications with zero data will be far less than ten, and the formula can be used to determine whether it is a conscious blink, and the blinking action is used as the action of the mole pressing the option. 6 · According to the pupil tracking method with cross-line positioning function described in item 4 of the scope of the patent application, the ability of the user to operate the tracking system can be judged by the number of four correction coefficients during the correction action, and four correction points The larger the number is, the worse the operation ability of the user is. 7 · According to the pupil tracking method with cross-line positioning function described in item 4 of the scope of the patent application, in the corrective action, an improvement ratio can be obtained by the formula using the number of four correction coefficients to compare the same use The degree of improvement of the operation ability of the pupil tracking system. (Please read the precautions on the back before filling this page) Order .1 # Printed by the Consumer Cooperatives of the Central Standards Bureau of the Ministry of Economic Affairs This paper uses the Chinese National Standard (CNS) A4 size (210X297 mm)
TW89115101A 2000-07-28 2000-07-28 Eye pupil tracking method with crisscross line positioning functions TW499306B (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110276239A (en) * 2018-03-15 2019-09-24 宏达国际电子股份有限公司 Eyeball tracking method, electronic device and non-transient computer-readable recording medium
CN110751093A (en) * 2019-10-20 2020-02-04 赵俊杰 Method for automatically identifying pupil and calculating pupil diameter

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110276239A (en) * 2018-03-15 2019-09-24 宏达国际电子股份有限公司 Eyeball tracking method, electronic device and non-transient computer-readable recording medium
CN110751093A (en) * 2019-10-20 2020-02-04 赵俊杰 Method for automatically identifying pupil and calculating pupil diameter
CN110751093B (en) * 2019-10-20 2023-10-27 赵俊杰 Method for automatically identifying pupil and calculating pupil diameter

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