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Toward realistic MPEG4 video transmission simulations. Background for MPEG System. 影像品質的鑑定. 一張數位影像經過影像壓縮等處理後,再和原始數位影像做比較,可以發現兩張有所差異。其差異程度的大小,可用影像信號雜訊比 (Peak Signal to Noise Ratios, PSNR) 做為影像失真量測的工具。. SNR =. ). PSNR = 10 log 10. MSE = (.
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影像品質的鑑定 一張數位影像經過影像壓縮等處理後,再和原始數位影像做比較,可以發現兩張有所差異。其差異程度的大小,可用影像信號雜訊比 (Peak Signal to Noise Ratios, PSNR) 做為影像失真量測的工具。 SNR = ) PSNR = 10 log10 MSE = ( 由上式中的MSE為兩張m×m數位影像的均方差 (Mean Square Error, MSE),表示原始數位影像之(i, j)位置上的像素值。表示經處理後的數位影像之(i, j)位置上的像素值。兩張數位影像經PSNR值計算後的結果值越大,則我們就認為這兩張數位影像越相似。
Traffic Trace File Sender Trace File Receiver Trace File
Exp 1. DropTail, Queue Limit = 10 packets Source Sink R2 R1 10 Mb 1ms 0.18 Mb 10 ms 10 Mb 1ms Exp 2. WRED, Queue Limit = 10 packets Green 4/8/0.025 Yellow 2/4/0.05 Red 1/2/0.1 Source Sink R2 R1 10 Mb 1ms 0.18 Mb 10 ms 10 Mb 1ms
Test Movie Sequence • Movie : Foreman • Format: qcif (176 x 144) • Frame number: 400 • Compression: MPEG 4 • GOP: I B B P BB P BB I BB…… • Average rate: ~ 200 kbps • Peak rate: ~ 400 kbps • Each frame is fragmented into 1000 bytes when delivery
BE 170 173 174 171 172 QoS
Relations among PSNR, the fraction of decodable frames, and loss rate
S1 D1 10Mbps,1ms 10Mbps,1ms 10Mbps,1ms 1.024 Mbps,1ms S2 R3 D2 R1 R2 S2 WRED, Queue Limit = 100 packets Green 60/80/0.025 Yellow 40/60/0.05 Red 20/40/0.1 D3
Test Movie Sequence • Movie : Highway • Format: cif (352 x 288) • Frame number: 2000 • Compression: MPEG 4 • GOP: I B B P BB P BB I BB…… • Average rate: ~ 412 kbps • Peak rate: ~ 1116 kbps • Each frame is fragmented into 1000 bytes when delivery
PSNR Flow 1 Flow 2 Flow 3 The Fraction of Decodable Frames, DT=1.0
PSNR Flow 1 Flow 2 Flow 3 The Fraction of Decodable Frames, DT=0.75
PSNR Flow 1 Flow 2 Flow 3 Loss Rate_all (frame)
PSNR Flow 1 Flow 2 Flow 3 Loss Rate_I (frame)
PSNR Flow 1 Flow 2 Flow 3 Loss Rate_P (frame)
PSNR Flow 1 Flow 2 Flow 3 Loss Rate_B (frame)