elbg.h 2.4 KB

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  1. /*
  2. * Copyright (C) 2007 Vitor Sessak <vitor1001@gmail.com>
  3. *
  4. * This file is part of FFmpeg.
  5. *
  6. * FFmpeg is free software; you can redistribute it and/or
  7. * modify it under the terms of the GNU Lesser General Public
  8. * License as published by the Free Software Foundation; either
  9. * version 2.1 of the License, or (at your option) any later version.
  10. *
  11. * FFmpeg is distributed in the hope that it will be useful,
  12. * but WITHOUT ANY WARRANTY; without even the implied warranty of
  13. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
  14. * Lesser General Public License for more details.
  15. *
  16. * You should have received a copy of the GNU Lesser General Public
  17. * License along with FFmpeg; if not, write to the Free Software
  18. * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
  19. */
  20. #ifndef AVCODEC_ELBG_H
  21. #define AVCODEC_ELBG_H
  22. #include "libavutil/lfg.h"
  23. /**
  24. * Implementation of the Enhanced LBG Algorithm
  25. * Based on the paper "Neural Networks 14:1219-1237" that can be found in
  26. * http://citeseer.ist.psu.edu/patan01enhanced.html .
  27. *
  28. * @param points Input points.
  29. * @param dim Dimension of the points.
  30. * @param numpoints Num of points in **points.
  31. * @param codebook Pointer to the output codebook. Must be allocated.
  32. * @param numCB Number of points in the codebook.
  33. * @param num_steps The maximum number of steps. One step is already a good compromise between time and quality.
  34. * @param closest_cb Return the closest codebook to each point. Must be allocated.
  35. * @param rand_state A random number generator state. Should be already initialized by av_lfg_init().
  36. * @return < 0 in case of error, 0 otherwise
  37. */
  38. int avpriv_do_elbg(int *points, int dim, int numpoints, int *codebook,
  39. int numCB, int num_steps, int *closest_cb,
  40. AVLFG *rand_state);
  41. /**
  42. * Initialize the **codebook vector for the elbg algorithm. If you have already
  43. * a codebook and you want to refine it, you shouldn't call this function.
  44. * If numpoints < 8*numCB this function fills **codebook with random numbers.
  45. * If not, it calls avpriv_do_elbg for a (smaller) random sample of the points in
  46. * **points. Get the same parameters as avpriv_do_elbg.
  47. * @return < 0 in case of error, 0 otherwise
  48. */
  49. int avpriv_init_elbg(int *points, int dim, int numpoints, int *codebook,
  50. int numCB, int num_steps, int *closest_cb,
  51. AVLFG *rand_state);
  52. #endif /* AVCODEC_ELBG_H */