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    presentation presentation Presentation Transcript

    • Video Transcoding with Intel IPP Eric Shufro April 27, 2004 COT6930
    • Introduction to Transcoding
      • What is transcoding?
      • Why transcode?
      • What is involved?
      • Performance
      • Quality
      • Intel IPP
      • Applications
    • Transcoding Overview
      • Reduced bitrate
      • Reasonable Quality
      • Performance Gain
      MPEG-2 bit stream MPEG-4 bit stream MPEG-2 bit stream MPEG-4 bit stream Decode Encode Partial Decode and Encode 1 2
    • Applications
      • Streaming video for both broadband and narrow band networks.
      • Decreased video bitrate for playback on mobile or other small embedded devices.
      • Conversion and modification of pre-encoded bit streams.
      • Perhaps steganography? (jpg, mp3…)
    • Integrated Performance Primitives
      • Provides source code and libraries for media types such as MP3, MPEG-2, MPEG-4, H.263, JPEG, JPEG2000, GSM-AMR, G.723, and computer vision. [Intel]
      • Well documented.
      • Easy to use.
    • MPEG-2 Decoder
      • Runs in two separate threads.
      • Responsible for splitting the input stream into two separate parts, audio and video and then decoding the video stream into YUV components.
      • YUV buffers are available through the transcoder class to the input of the encoder.
    • MPEG-4 Encoder
      • Uses input data from the decoder YUV frame buffers on a frame by frame basis.
      • Creates an MPEG-4 bit stream file, out.cms, between 800KB and 1MB in size, video only.
      • Motion Estimation can be disabled for testing purposes.
      • Requires input parameters via a parameter file, though some elements can be ignored.
    • Transcoder Architecture
      • MPEG-2 decoder and MPEG-4 encoder based on the IPP.
      • Transcoder class encapsulates both the encoder and decoder.
      • Memory is accessible between the encoder and the decoder.
      • Transcoder runs in three separate threads.
    • Transcoder Initialization
      • Read application parameters, source file, encoder parameter file and output file name.
      • Read the encoder parameters into memory.
      • Create decoder and splitter thread.
        • DecoderInit()
        • EncoderInit(), overwrite parameters.
        • Splitter – Open bit stream
      • Encode MPEG-4 header.
      • Begin transcoding.
    • Input Stream
      • MPEG-2.
      • Contains both audio and video.
      • 147 frames @ 720x480.
      • Source file is 3.57 MB.
      • Intra and Inter coded frames (I, P, B).
    • Encoder Modifications
      • ExpandFrame() bypassed.
      • StepLuma and StepChroma artificially set after decoder init.
      • Parameters overwritten after encoder init.
      • mp4_MacroBlock changed to a public member of ippVideoEncoderMPEG4.
      • Motion Estimation can be disabled. (avoids Sum of Absolute Difference)
    • Modified Parameters
      • Input filename (ignored).
      • Resolution (ignored).
      • Frame count (ignored).
      • Frame rate = 30.
      • ME algorithm and accuracy.
      • Number of motion vectors, 1 or 4.
    • Decoder / Encoder Interfacing
      • memcpy(mp4enc.mCurrPtr Y , frame->Y_comp_data, mp4par.Width * mp4par.Height);
      • memcpy(mp4enc.mCurrPtr U , frame->U_comp_data, mp4par.Width * mp4par.Height /4 );
      • memcpy(mp4enc.mCurrPtr V , frame->V_comp_data, mp4par.Width * mp4par.Height /4 );
      Transcoder is hard coded to work with 4:2:0 only
    • Motion Vectors
      • No ME for I-VOP’s
      • Better quality with 4MV
      • With ME disabled, all MV copied, but correct number coded.
      mp4enc.MBinfo->mv[0].dx = this->context->macroblock.vector_luma[0]; //x mp4enc.MBinfo->mv[0].dy = this->context->macroblock.vector_luma[1]; //y mp4enc.MBinfo->mv[1].dx = this->context->macroblock.vector_luma[2]; //x mp4enc.MBinfo->mv[1].dy = this->context->macroblock.vector_luma[3]; //y mp4enc.MBinfo->mv[2].dx = this->context->macroblock.vector_luma[4]; //x mp4enc.MBinfo->mv[2].dy = this->context->macroblock.vector_luma[5]; //y mp4enc.MBinfo->mv[3].dx = this->context->macroblock.vector_luma[6]; //x mp4enc.MBinfo->mv[3].dy = this->context->macroblock.vector_luma[7]; //y 16x16, 1MV 8x8, 4MV
    • Output Stream
      • MPEG-4.
      • Contains only video.
      • 147 frames @ 720x480.
      • Output file is 824 KB.
      • Intra and Inter coded VOP’s (I, P).
    • Image Comparison MPEG-2 to MPEG-4 with 1 MV and ME Enabled Mpeg-2 Mpeg-4
    • Peak Signal to Noise Ratio
      • F(i,j), The Average Decoded Luminance Pixel Shade (0-255)
      • N^2 = The Number of pixels present
      Error Image
    • PSNR of Sample Clip 1 MV 4 MV Graphs created by CalcPSNR, a freely distributed product of VideoSoft Inc. Motion Estimation Enabled
    • PSNR of Sample Clip 1 MV 4 MV Graphs created by CalcPSNR, a freely distributed product of VideoSoft Inc. Motion Estimation Disabled
    • Conclusion
      • Transcoding is practical for many applications and quality can be maintained.
      • PSNR is reasonable measure of quality, but does reveal everything.
      • Partial decoding and encoding along with motion vector reuse can save execution time (168%)!
      • Dramatic difference in execution time between AMD and Intel processors of near equivalent speed due to the use of the Intel IPP.
    • Limitations
      • Resolution (Input = Output)
      • Format (4:2:0)
      • Audio (None)
    • References
      • Intel - http://www.intel.com/software/products/ipp/overview.htm
      • VideoSoft - http://www.videosoftinc.com (for PSNR)
      • HK – H. Kalva, A. Vetro, and H. Sun, "Performance Optimization of the MPEG-2 to MPEG-4 Video Transcoder“ , May 2003.
      • GIT - Seong Hwan Jang, Nikil Jayant (Georgia Institute of Technology)