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
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
|
/*
* MJPEG encoder
* Copyright (c) 2016 William Ma, Ted Ying, Jerry Jiang
*
* This file is part of FFmpeg.
*
* FFmpeg is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License, or (at your option) any later version.
*
* FFmpeg is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with FFmpeg; if not, write to the Free Software
* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
*/
#include <string.h>
#include <stdint.h>
#include <stdlib.h>
#include "libavutil/avassert.h"
#include "libavutil/common.h"
#include "libavutil/error.h"
#include "libavutil/qsort.h"
#include "mjpegenc_huffman.h"
/**
* Comparison function for two PTables by prob
*
* @param a First PTable to compare
* @param b Second PTable to compare
* @return < 0 for less than, 0 for equals, > 0 for greater than
*/
static int compare_by_prob(const void *a, const void *b)
{
PTable a_val = *(PTable *) a;
PTable b_val = *(PTable *) b;
return a_val.prob - b_val.prob;
}
/**
* Comparison function for two HuffTables by length
*
* @param a First HuffTable to compare
* @param b Second HuffTable to compare
* @return < 0 for less than, 0 for equals, > 0 for greater than
*/
static int compare_by_length(const void *a, const void *b)
{
HuffTable a_val = *(HuffTable *) a;
HuffTable b_val = *(HuffTable *) b;
return a_val.length - b_val.length;
}
/**
* Computes the length of the Huffman encoding for each distinct input value.
* Uses package merge algorithm as follows:
* 1. start with an empty list, lets call it list(0), set i = 0
* 2. add 1 entry to list(i) for each symbol we have and give each a score equal to the probability of the respective symbol
* 3. merge the 2 symbols of least score and put them in list(i+1), and remove them from list(i). The new score will be the sum of the 2 scores
* 4. if there is more than 1 symbol left in the current list(i), then goto 3
* 5. i++
* 6. if i < 16 goto 2
* 7. select the n-1 elements in the last list with the lowest score (n = the number of symbols)
* 8. the length of the huffman code for symbol s will be equal to the number of times the symbol occurs in the select elements
* Go to guru.multimedia.cx/small-tasks-for-ffmpeg/ for more details
*
* All probabilities should be positive integers. The output is sorted by code,
* not by length.
*
* @param prob_table input array of a PTable for each distinct input value
* @param distincts output array of a HuffTable that will be populated by this function
* @param size size of the prob_table array
* @param max_length max length of an encoding
*/
void ff_mjpegenc_huffman_compute_bits(PTable *prob_table, HuffTable *distincts, int size, int max_length)
{
PackageMergerList list_a, list_b, *to = &list_a, *from = &list_b, *temp;
int times, i, j, k;
int nbits[257] = {0};
int min;
av_assert0(max_length > 0);
to->nitems = 0;
from->nitems = 0;
to->item_idx[0] = 0;
from->item_idx[0] = 0;
AV_QSORT(prob_table, size, PTable, compare_by_prob);
for (times = 0; times <= max_length; times++) {
to->nitems = 0;
to->item_idx[0] = 0;
j = 0;
k = 0;
if (times < max_length) {
i = 0;
}
while (i < size || j + 1 < from->nitems) {
to->nitems++;
to->item_idx[to->nitems] = to->item_idx[to->nitems - 1];
if (i < size &&
(j + 1 >= from->nitems ||
prob_table[i].prob <
from->probability[j] + from->probability[j + 1])) {
to->items[to->item_idx[to->nitems]++] = prob_table[i].value;
to->probability[to->nitems - 1] = prob_table[i].prob;
i++;
} else {
for (k = from->item_idx[j]; k < from->item_idx[j + 2]; k++) {
to->items[to->item_idx[to->nitems]++] = from->items[k];
}
to->probability[to->nitems - 1] =
from->probability[j] + from->probability[j + 1];
j += 2;
}
}
temp = to;
to = from;
from = temp;
}
min = (size - 1 < from->nitems) ? size - 1 : from->nitems;
for (i = 0; i < from->item_idx[min]; i++) {
nbits[from->items[i]]++;
}
// we don't want to return the 256 bit count (it was just in here to prevent
// all 1s encoding)
j = 0;
for (i = 0; i < 256; i++) {
if (nbits[i] > 0) {
distincts[j].code = i;
distincts[j].length = nbits[i];
j++;
}
}
}
void ff_mjpeg_encode_huffman_init(MJpegEncHuffmanContext *s)
{
memset(s->val_count, 0, sizeof(s->val_count));
}
/**
* Produces a Huffman encoding with a given input
*
* @param s input to encode
* @param bits output array where the ith character represents how many input values have i length encoding
* @param val output array of input values sorted by their encoded length
* @param max_nval maximum number of distinct input values
*/
void ff_mjpeg_encode_huffman_close(MJpegEncHuffmanContext *s, uint8_t bits[17],
uint8_t val[], int max_nval)
{
int i, j;
int nval = 0;
PTable val_counts[257];
HuffTable distincts[256];
for (i = 0; i < 256; i++) {
if (s->val_count[i]) nval++;
}
av_assert0 (nval <= max_nval);
j = 0;
for (i = 0; i < 256; i++) {
if (s->val_count[i]) {
val_counts[j].value = i;
val_counts[j].prob = s->val_count[i];
j++;
}
}
val_counts[j].value = 256;
val_counts[j].prob = 0;
ff_mjpegenc_huffman_compute_bits(val_counts, distincts, nval + 1, 16);
AV_QSORT(distincts, nval, HuffTable, compare_by_length);
memset(bits, 0, sizeof(bits[0]) * 17);
for (i = 0; i < nval; i++) {
val[i] = distincts[i].code;
bits[distincts[i].length]++;
}
}
|