计算机工程
計算機工程
계산궤공정
COMPUTER ENGINEERING
2013年
9期
30-33,44
,共5页
周正%田昕%周城%冯伟东%李涛%熊承义
週正%田昕%週城%馮偉東%李濤%熊承義
주정%전흔%주성%풍위동%리도%웅승의
角点特征检测%视频图像%图像质量评价%曲率尺度空间%Canny算子
角點特徵檢測%視頻圖像%圖像質量評價%麯率呎度空間%Canny算子
각점특정검측%시빈도상%도상질량평개%곡솔척도공간%Canny산자
corner feature detection%video image%image quality assessment%curvature scale space%Canny operator
为对视频会议系统中图像的降质程度进行有效评估,提出一种基于角点特征检测的视频图像质量评价方法。模拟测试图像在真实环境下的降质情况,生成仿真图像。计算两者的二值边缘轮廓曲率,获得不同检测参数下的角点检测数,寻找用于真实环境的最佳测试图像和角点检测参数。根据角点检测数将图像质量分成若干个等级,并依此判别图像质量的好坏。Matlab 仿真实验结果表明,该方法得到的结果与主观评价结果一致,能正确评价图像质量。
為對視頻會議繫統中圖像的降質程度進行有效評估,提齣一種基于角點特徵檢測的視頻圖像質量評價方法。模擬測試圖像在真實環境下的降質情況,生成倣真圖像。計算兩者的二值邊緣輪廓麯率,穫得不同檢測參數下的角點檢測數,尋找用于真實環境的最佳測試圖像和角點檢測參數。根據角點檢測數將圖像質量分成若榦箇等級,併依此判彆圖像質量的好壞。Matlab 倣真實驗結果錶明,該方法得到的結果與主觀評價結果一緻,能正確評價圖像質量。
위대시빈회의계통중도상적강질정도진행유효평고,제출일충기우각점특정검측적시빈도상질량평개방법。모의측시도상재진실배경하적강질정황,생성방진도상。계산량자적이치변연륜곽곡솔,획득불동검측삼수하적각점검측수,심조용우진실배경적최가측시도상화각점검측삼수。근거각점검측수장도상질량분성약간개등급,병의차판별도상질량적호배。Matlab 방진실험결과표명,해방법득도적결과여주관평개결과일치,능정학평개도상질량。
In order to assess the image degraded quality problem of a video, an objective video quality assessment method based on corner feature detection is proposed. By simulating the test images degraded in a real environment, and simulated images are generated. Then the number of corner in different corner detection parameters for test images and simulated images are computed by binary edge image to curvature. The best test image and corner detection parameters for a real environment can be obtained. Furthermore, the video quality is divided into several grades by the number of the detected corner. Then the number of corner for the test image detected in a real environment is regarded as the discriminant basis of the video quality assessment. Simulations are carried out by Matlab, the results show that the result of proposed method is keeping with subjective evaluation results, it is efficient.