The Radon Transform on Function Spaces Related to Homogenous Spaces
T. Derikvand, R. A. Kamyabi-Gol, M. Janfada

TL;DR
This paper investigates the invertibility of the Radon transform and its dual on specific function spaces, introduces new spaces where the transform is bijective, and provides a reconstruction formula with an illustrative example.
Contribution
It introduces new function spaces for the Radon transform where it acts as a bijective linear operator and derives a reconstruction formula.
Findings
Radon transform is invertible on certain function spaces
A reconstruction formula for the Radon transform is established
An example supports the theoretical results
Abstract
We are going to study some conditions on which the Radon transform and its dual are invertible. Two function spaces are introduced that the Radon transform on which is bijective linear operator. In this regards, a reconstruction formula is constructed. Finally the results are supported by an example.
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Taxonomy
TopicsDigital Image Processing Techniques · Mathematical Analysis and Transform Methods · Medical Image Segmentation Techniques
the Radon Transform on Function Spaces Related to Homogenous Spaces
T. Derikvand, R. A. Kamyabi-Gol*∗*00footnotetext: *∗*corresponding author. and M. Janfada
International Campus, Faculty of Mathematic Sciences, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Pure Mathematics and Centre of Excellence in Analysis on Algebraic Structures (CEAAS), Ferdowsi University of Mashhad, P.O. Box 1159, Mashhad 91775, Iran
Department of Pure Mathematics, Ferdowsi University of Mashhad, P.O. Box 1159, Mashhad 91775, Iran
Abstract.
We are going to study some conditions on which the Radon transform and its dual are invertible. Two function spaces are introduced that the Radon transform on which is bijective linear operator. In this regards, a reconstruction formula is constructed. Finally the results are supported by an example.
Key words and phrases:
Radon transform, homogeneous spaces, strongly quasi-invariant measure.
2010 Mathematics Subject Classification:
44A12
1. INTRODUCTION
Let and be two closed subgroups of a locally compact group . Consider two -spaces and . Recall that the terminology ” is a -space” means that is a locally compact Hausdorff space on which the topological group acts by an action map transitively and continuously. S. Helgason in 1966 studied the Radon transform in a general framework of spaces for a topological group . Therein Radon transform and its dual were defined by:
[TABLE]
and
[TABLE]
Where and also = and are two invariant and invariant Radon measures on and , respectively (for more detail see [4]). Considering Proposition in [2], and are homeomorphic if and only if and are conjugate in . One may ask the question: What are the necessary and sufficient conditions on and to exist an isomorphism between and ? We deal with the following principal problems that were presented by S. Helgason in [4].
A. Relate function spaces on and on by means of the transforms , . In particular, determine their ranges and kernels.
B. Invert the transforms and on suitable function spaces.
Considering the Helgason questions in the special case, where is an arbitrary closed subgroup of , we get
[TABLE]
and
[TABLE]
Now we are interested in answering the following questions regarding special case of Helgason’s questions.
- (i)
Is a surjective bounded operator from to ? 2. (ii)
What are the changes in the definition of Radon transform and its properties if and do not possess respectively invariant and invariant Radon measures? 3. (iii)
Under which conditions on and is the Radon transform injective?
Also, we are interested in finding function spaces that could answer the above questions regarding as a special case of Helgason’s problems.
The outline of the rest of this paper is as follows: In section 2 we study the preliminaries including a brief summary on homogeneous spaces and the (quasi) invariant measures on them. The third section is devoted to introducing two suitable function spaces on which the Radon transform and its dual are invertible.
2. PRELIMINARIES
In the sequel, is a closed subgroup of a locally compact group and , are the left Haar measures on and , respectively. We recall that the modular function is a continuous homomorphism from into the multiplicative group . Furthermore,
[TABLE]
where , the space of continuous functions on with compact support, and . A locally compact group is called unimodular if , for all . A compact group is always unimodular. It is known that consists of all functions, where and
[TABLE]
Moreover, is a bounded linear operator which is not injective (see subsection 2.6 of [3]). Suppose that is a Radon measure on . For all we define the translation of by , by , where is a Borel subset of . Then is said to be invariant if , for all , and is said to be strongly quasi-invariant, if there is a continuous function which satisfies
[TABLE]
If the function reduces to a constant for each , then is called relatively invariant under . We consider a rho-function for the pair as a continuous function for which , for each and . It is well known that admits a rho-function and for every rho-function there is a strongly quasi-invariant measure on such that
[TABLE]
This equation is called quotient integral formula . The measure also satisfies
[TABLE]
Every strongly quasi-invariant measure on arises from a rho-function in this manner, and all of these measures are strongly equivalent (Proposition 2.54 and Theorem 2.56 of [3]). Therefore, if is a strongly quasi-invariant measure on , then the measures , , are all mutually absolutely continuous. Trivially, has a invariant Radon measure if and only if the constant function , , is a rho-function for the pair .
If is a strongly quasi invariant measure on which is associated with the rhofunction for the pair , then the mapping defined almost everywhere by
[TABLE]
is a surjective bounded linear operator with (see [3]) and also satisfies the generalized Mackey-Bruhat formula,
[TABLE]
which is also known as the quotient integral formula.
3. invertibility and reconstruction formula
In this section, two suitable function spaces will be presented on which the Radon transform and its dual are invertible.
We assume that is a locally compact group and is its closed subgroup. The quotient space is considered as a homogeneous space that acts on it from the left and denotes the canonical map. It is well known that is open, surjective and continuous. This can be generalized to homogeneous spaces as follows:
Proposition** 3.1****.**
Let be a closed subgroup of locally compact group , and be a closed subgroup of . The map defined by is open, surjective and continuous.
Proof.
Trivially the map is well defined. We have , where , are the canonical quotient maps. By using Lemma of [7], since is an open and surjective map and is a continuous map, we have is continuous. Also, is an open map because for each open set in
[TABLE]
meanwhile is a continuous map and is an open map.
∎
It is worthwhile to note that if is locally compact (respectively, compact), then is also locally compact (respectively, compact). Now suppose that \Delta_{H}\big{|}_{L}=\Delta_{L}, where and are the modular functions of and , respectively. In this case, the quotient integral formula (2.1) guarantees the existence of a unique (up to a constant) -invariant measure on . Now we define the Radon transform by
[TABLE]
which is well defined by the following proposition. Note that if is the trivial subgroup of then clearly is .
Proposition** 3.2****.**
If , then and , for all .
Proof.
The map is well defined by the left-invariance of and the fact that any is uniformly continuous (Lemma 1.3.3 in [6]). Fix and pick a compact neighborhood of in , then for every , the function is supported in the compact set . Indeed we have
[TABLE]
and are given. By the left uniformly continuity of , there exists a neighborhood of in such that
[TABLE]
whenever with . Put , so for every Now for every , we have
[TABLE]
which shows the continuity of .
Moreover, if , then for all . This implies that , for all ; so for all . Hence , so . Thus and so is compact.
Finally if , we have
[TABLE]
so .
∎
Let be a compact subgroup of a locally compact group with left-invariant Haar measure , and is a closed subgroup of . Then by compactness of there are two invariant Radon measures , on and , respectively. By using (1.1), we get
[TABLE]
Also, for all in we have
[TABLE]
where given by , is the canonical map. From now on, we abbreviate by . Now for all in , we have
[TABLE]
for all . Thus . For any in , we have
[TABLE]
for all . Note that if is a closed subgroup of a compact group , then is compact. Thus .
Proposition** 3.3****.**
*Let be a compact subgroup of a locally compact group and suppose is a closed subgroup of .
a) There exists a unique Radon measure such that*
**
b) .
Proof.
a) For a given in , define by F(f):=\int_{H}f\mid_{H}(h)dh\, where is the Haar measure of . Note that the integral is well defined since . Also trivially, is a positive linear functional on . So it defines a Radon measure on such that . We obtain
[TABLE]
and
[TABLE]
Now the identities (3.3), (3.4) imply the result.
b) Let be in . Then we have
[TABLE]
for all . Thus .
∎
Now let be a compact subgroup of a locally compact group and be a closed subgroup of . Suppose that
, .
One can easily prove that
.
If and then and therefore is a left ideal and also a sub-algebra of . The algebra is unital and the unit element is . If is another compact subgroup of then if and only if .
** Theorem**** 3.4****.**
*Let be a compact subgroup of a locally compact group with left Haar measure , and be a closed subgroup of with left Haar measure . Suppose = and are two invariant and invariant Radon measures on and , respectively. Then the Radon transform is a bijective linear operator from to ; Further, we have , for all . *
Proof.
Let . Since , we get
[TABLE]
for all and . Thus and for all we have
[TABLE]
So is surjective.
Let and . Thus for all
[TABLE]
Thus is a one to one linear transform. Also implies that , for all . ∎
Example** 3.5****.**
Let denote the multiplicative group of nonzero complex numbers and be two compact subgroups of it. Assume that for any in , . Then clearly . Now define for all . Then it is easy to verify that . So . Now we have .
Now Let and be two compact subgroups of a locally compact group and . Suppose that
[TABLE]
One can show that is a left ideal in the algebra .
Proposition** 3.6****.**
*Let and be two compact subgroups of a locally compact group with left Haar measures and , respectively. Also, let with left Haar measure . Assume that , are two invariant Radon measures on and , respectively. Then the Radon transform and its dual are bijective linear operators. Furthermore, we have for all in .
Proof.
It is clear that . Since , belongs to , for any in . Then is well-defined and in a similar way is well-defined too. For any , by using the Theorem 3.4, there exists a function such that . Put . We have
[TABLE]
Thus and for all we have
[TABLE]
So is surjective.
Let and . Then for all
[TABLE]
So . Thus is a one to one linear transform. Also, for all and , we have
[TABLE]
∎
From now on, Consider and as two G-spaces on which and are two compact subgroups of a locally compact group . Suppose that
[TABLE]
One can show that and are two left ideals in the algebra and , where is the canonical map, moreover given by
[TABLE]
is a bijective map (see [1]). It is known that two G-spaces and are homeomorphic if and only if and are conjugate in (see [4, Proposition 3.7]). In what follows, we shall prove that the algebras and are isomrphic if and are homeomorphic as G-spaces.
Lemma** 3.7****.**
Let and be two compact subgroups of a locally compact group . If the homogeneous spaces and are homeomorphic then and are isomorphic as the subalgebras of .
Proof.
Since and are homeomorphic so the subgroups and are conjugate in and there exists such that the map defined by is a homeomorphism. Now define the map given by , where is the canonical map and defined by is the inverse of the homeomorphism . Since , and are continuous, we can conclude that is continuous, also
[TABLE]
Moreover, we have so it is compact. Therefore the map is well-defined.
To prove that is surjective, let be an arbitrary element in and put . Then and we have
[TABLE]
Proving injectivity:
Suppose that for any then
[TABLE]
for any . By replacing with , we get . So , for all . This means that is injective.
Remark** 3.8****.**
It is straightforward to check that the linear oprator is norm-decreasing.
∎
** Theorem**** 3.9****.**
Let and be two compact subgroups of a locally compact group . If the homogeneous spaces and are homeomorphic then two algebras and are isomorphic.
Proof.
By using Proposition 3.1 in [1], and are bijectives. Consider the isomorphism according to the Lamma 3.7 and define by Assume that . Then, . It is easy to see that for any we get . So the map is well- defined. To see that the map is injective, Let , for all . Replace by . Then the injectivity is trivial. It remains only to show that it is surjective. Let be an arbitrary element in . Then and . So the result was obtained.
∎
For the inverse of this theorem, the well-known results of J. G. Wendel have been generalized by the authores.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
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