Certificate in Compression for Signal Processing
-- ViewingNowThe Certificate in Compression for Signal Processing is a comprehensive course that equips learners with the necessary skills to excel in the field of signal processing and data compression. This course emphasizes the importance of data compression in modern signal processing systems and teaches learners how to design and implement efficient compression algorithms.
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⢠Introduction to Signal Processing: Basics of signal processing, signals and systems, time and frequency domains.
⢠Signal Compression Techniques: Overview of signal compression, compression algorithms, entropy coding.
⢠Transform Coding: Fourier transform, discrete cosine transform, wavelet transform.
⢠Vector Quantization: Codebook design, generalized Lloyd algorithm, tree-structured vector quantization.
⢠Lossless Compression: Huffman coding, arithmetic coding, run-length encoding.
⢠Lossy Compression: Quantization, transform coding, bit-rate reduction.
⢠Audio Signal Compression: Perceptual noise shaping, adaptive transform coding, MPEG audio compression.
⢠Image Signal Compression: Discrete cosine transform, fractal compression, JPEG compression.
⢠Video Signal Compression: Motion estimation, block-based motion compensation, H.264 compression.
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