Apparatuses and methods for optimizing rate-distortion costs in video encoding
View Patent ↗Apparatuses and methods for optimizing rate-distortion costs of a signal are disclosed. An apparatus may include an encoder. The encoder may be configured to receive a video signal and provide a residual indicative of a difference between the video signal and a reconstructed video signal. The encoder may further be configured to perform a transform on the residual to provide a plurality of transform coefficients and rate-distortion optimize the plurality of transform coefficients in accordance with an HEVC state transition scheme to provide a rate-distortion optimized plurality of quantized coefficients. The encoder may further be configured to encode the plurality of quantized coefficients in accordance with context-adaptive binary arithmetic coding.
1. An encoder, comprising:
a memory; and
a processor configured to receive a video signal and provide a residual indicative of a difference between the video signal and a reconstructed video signal,
the processor further configured to perform a transform on the residual to provide a plurality of transform coefficients and rate-distortion optimize the plurality of transform coefficients in accordance with an HEVC state transition scheme to provide a rate-distortion optimized plurality of quantized coefficients,
the processor further configured to encode the plurality of quantized coefficients in accordance with context-adaptive binary arithmetic coding,
wherein each of the rate-distortion optimized plurality of quantized coefficients is associated with a respective plurality of candidate coefficients,
wherein a respective arc is associated with each of the plurality of candidate coefficients, the respective arc comprising at least three of context, cost, distortion cost, rate cost, state, or path parameters.
2. The encoder according to claim 1 wherein the processor is further configured to rate-distortion optimize the plurality of transform coefficients by employing dynamic programming.
3. The encoder of claim 2 , wherein the processor is further configured to employ dynamic programming using a trellis configured in accordance with the HEVC state transition scheme.
4. The encoder of claim 1 , wherein the transform comprises a discrete cosine transform.
5. The encoder of claim 1 , wherein the processor is further configured to rate-distortion optimize the plurality of quantized coefficients using an inverse Lagrangian cost function.
6. A method, comprising:
providing a residual indicative of a difference between a predicted video signal and a reconstructed video signal;
performing a transform on the residual to provide a plurality of transform coefficients;
rate-distortion optimizing the plurality of transform coefficients based on an HEVC state transition scheme to provide a plurality of rate-distortion optimized coefficients, wherein the rate-distortion optimizing further comprises:
generating a plurality of candidates,
generating a respective arc for each of the plurality of candidates, the respective arc comprising at least three of context, cost, distortion cost, rate cost, state, or path parameters, and
determining which of the respective arcs has a lowest cost; and
encoding the plurality of rate-distortion optimized coefficients in accordance with context-adaptive binary arithmetic coding to provide an encoded bitstream.
7. The method of claim 6 , further comprising:
performing a scan operation on the plurality of transform coefficients to provide a coefficient vector.
8. The method of claim 6 , wherein rate-distortion optimizing the plurality of transform coefficients includes clamping the number of bits used to represent a distortion cost.
9. The method of claim 6 , wherein encoding the plurality of rate-distortion optimized coefficients comprises encoding at a fixed rate.
10. The method of claim 6 , further comprising generating a plurality of distortion costs based on an inverse Lagrangian cost function.
11. The method of claim 6 , wherein generating the respective arc for each of the plurality of candidates comprises estimating a rate using an estimation table.