quantization.h 4.01 KB
Newer Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
/* The copyright in this software is being made available under the BSD
 * Licence, included below.  This software may be subject to other third
 * party and contributor rights, including patent rights, and no such
 * rights are granted under this licence.
 *
 * Copyright (c) 2019, ISO/IEC
 * All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are met:
 *
 * * Redistributions of source code must retain the above copyright
 *   notice, this list of conditions and the following disclaimer.
 *
 * * Redistributions in binary form must reproduce the above copyright
 *   notice, this list of conditions and the following disclaimer in the
 *   documentation and/or other materials provided with the distribution.
 *
 * * Neither the name of the ISO/IEC nor the names of its contributors
 *   may be used to endorse or promote products derived from this
 *   software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
 * POSSIBILITY OF SUCH DAMAGE.
 */

#pragma once

#include <array>
39
#include <vector>
40

41
42
#include "constants.h"

43
44
45
46
47
namespace pcc {

struct AttributeParameterSet;
struct AttributeBrickHeader;

48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
//============================================================================
// Quantisation methods

class Quantizer {
public:
  // Derives step sizes from qp
  Quantizer(int qp);
  Quantizer(const Quantizer&) = default;
  Quantizer& operator=(const Quantizer&) = default;

  // The quantizer's step size
  int stepSize() const { return _stepSize; }

  // Quantise a value
  int64_t quantize(int64_t x) const;

  // Scale (inverse quantise) a quantised value
  int64_t scale(int64_t x) const;

private:
  // Quantisation step size
  int _stepSize;
70
71
72

  // Reciprocal stepsize for forward quantisation optimisation
  int _stepSizeRecip;
73
74
75
76
77
78
79
};

//---------------------------------------------------------------------------

inline int64_t
Quantizer::quantize(int64_t x) const
{
80
  // Forward quantisation avoids division by using the multiplicative inverse
81
82
  // with 18 fractional bits.
  int64_t fracBits = 18 + kFixedPointAttributeShift;
83
84
85
86

  // NB, the folowing offsets quantizes with a different deadzone to the
  // reconstruction function.
  int64_t offset = (1ll << fracBits) / 3;
87
88

  if (x >= 0) {
89
    return (x * _stepSizeRecip + offset) >> fracBits;
90
  }
91
  return -((offset - x * _stepSizeRecip) >> fracBits);
92
93
94
95
96
97
98
99
100
101
}

//---------------------------------------------------------------------------

inline int64_t
Quantizer::scale(int64_t x) const
{
  return x * _stepSize;
}

102
103
104
//============================================================================
// Encapslation of multi-component attribute quantizer values.

105
typedef std::array<Quantizer, 2> Quantizers;
106
107
108
109

//============================================================================
// Derive quantisation step sizes for each component given attribute

110
Quantizers deriveQuantizers(
111
112
113
114
115
116
117
  const AttributeParameterSet& attr_aps,
  const AttributeBrickHeader& abh,
  int qpLayer);

//============================================================================

std::vector<Quantizers> deriveQuantizerLayers(
118
  const AttributeParameterSet& attr_aps, const AttributeBrickHeader& abh);
119
120
121
122

//============================================================================

}  // namespace pcc