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分享S变换函数

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发表于 2020-2-27 17:57 | 只看该作者 回帖奖励 |倒序浏览 |阅读模式

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Abstract/ B! ?& E7 E/ S4 O4 P
The generalized S transform (GST), a family of reversible integer-to-integer transforms inspired by the S transform, is
( x6 S' a& Q3 s- v/ Y1 w5 |) sproposed. This family of transforms is then studied in detail, by considering topics such as GST parameter calculation, the2 ^, y# r. t1 {, y6 m% p
effects of using different rounding operators in the GST, and the relationship between the GST and the lifting scheme. Some/ B' F- D% n( r2 m. J
examples of specific transforms in the GST family are also given. In particular, a new transform in this family is introduced,- E9 w9 l; s3 |/ n6 X
and its practical utility demonstrated.
0 n( w; {9 \/ n: u+ R/ QI. I NTRODUCTION; g6 P4 @) P: I
Reversible integer-to-integer transforms have become a popular tool for use in signal coding applications requir-: o$ k) i( ~" J7 a/ p, f7 E
ing lossless signal reproduction [1–5]. One of the best known transforms of this type is the S transform [3,4,6]. In( n# l& |' M2 ~7 F) c( A" h$ Y+ o
this manuscript, we propose the generalized S transform (GST), a family of reversible integer-to-integer transforms( Z/ ?4 D* R9 @* k
based on the key ideas behind the S transform. We then study the GST in some detail. This leads to a number of
- E- V( V# ^. T- l  ^interesting insights about transforms belonging to the GST family (including the S transform amongst others) and
; M9 S* w- F9 v+ \' c& ?reversible integer-to-integer transforms in general.; b( K; |% I9 S! C- T5 Q$ \7 A
The remainder of this manuscript is structured as follows. We begin, in Section II, with a brief discussion of3 H+ x1 u4 z' I1 q; u( \
the notation and terminology used herein. The S transform is then introduced in Section III, and the GST family; a% s8 T6 y5 I0 B7 U
of transforms is defi ned in Section IV. Sections V and VI proceed to examine GST parameter calculation and- g& R, ^4 r8 z; R4 H
the effects of using different rounding operators in the GST. Some examples of well known transforms belonging
+ Y9 V4 j+ B9 m/ i# R+ L1 `to the GST family are given in Section VII, and in Section VIII, we present a new GST-based transform, and, i# C8 i5 K6 p) o0 k" i5 Z$ ]6 j
demonstrate its utility for image coding applications. Finally, we conclude in Section IX with a summary of our
1 @% l3 M7 F1 G+ }4 presults and some closing remarks.( ?8 f* s% ?. Q/ J! S
II. N OTATION AND T ERMINOLOGY
  \; C0 @/ n8 O- i) W- R/ c, I9 d: ~/ X8 _' z3 A$ r3 g

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