Functions with isotropic sections
Ioannis Purnaras, Christos Saroglou

TL;DR
This paper proves a local characterization of functions on the sphere with isotropic sections, showing their cosine and Funk transforms are affine or constant on certain regions, extending previous global results.
Contribution
It establishes a local version of a theorem on isotropic sections, revealing new properties of cosine and Funk transforms in convex geometry.
Findings
Cosine transform is affine on the region U.
Funk transform is constant on the region U.
g does not need to be constant in the orthogonal complement region.
Abstract
We prove a local version of a recently established theorem by Myroshnychenko, Ryabogin and the second named author. More specifically, we show that if , is an even bounded measurable function, is an open subset of and the restriction (section) of onto any great sphere perpendicular to is isotropic, then and , for some fixed constants and for some fixed vector . Here, denotes the cosine transform and denotes the Funk transform of . However, we show that does not need to be equal to a constant almost everywhere in . For the needs of our proofs, we obtain a new generalization of a result from classical differential geometry, inβ¦
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Functions with isotropic sections
Ioannis Purnaras, Christos Saroglou
Abstract
We prove a local version of a recently established theorem by Myroshnychenko, Ryabogin and the second named author. More specifically, we show that if , is an even bounded measurable function, is an open subset of and the restriction (section) of onto any great sphere perpendicular to is isotropic, then and , for some fixed constants and for some fixed vector . Here, denotes the cosine transform and denotes the Funk transform of . However, we show that does not need to be equal to a constant almost everywhere in . For the needs of our proofs, we obtain a new generalization of a result from classical differential geometry, in the setting of convex hypersurfaces, that we believe is of independent interest.
1 Introduction
Let us fix an orthonormal basis in . We write for the standard inner product of and in . For , the set of all -dimensional subspaces of is denoted by . If , the orthogonal projection of onto a subspace , will be denoted by . If , we denote by the subspace of codimension 1 which is orthogonal to . The notation stands for the standard unit ball in . Also, denotes the unit sphere in . The boundary of a set will be denoted by . A spherical cap is any set of the form , , . The point is called the center of the spherical cap . Denote, also, by , the -dimensional Hausdorff measure in , where . We will say that a Borel measure on the sphere is absolutely continuous if it is absolutely continuous with respect to . For a Borel set in , stands for the -algebra of Borel subsets of . Any convergence of sets will be with respect to the Hausdorff metric. The orthogonal group in is denoted by . For , we set .
Let be a signed Borel measure on and be an integrable function. The cosine transform of and the Funk transform (=Radon transform on the sphere) of are defined as follows.
[TABLE]
[TABLE]
If is an integrable function on , we define and we simply say that is the cosine transform of . A function is called isotropic if the map
[TABLE]
is constant. The following problem was proposed in [18].
Problem 1.1**.**
Assume that for a measurable subset of and for an even bounded measurable function , the restriction onto is isotropic, for almost all . Is it true that is almost everywhere equal to a constant on the set ?
Here, stands for the union of all great subspheres of , which are orthogonal to a direction from , i.e . The following was established in [18].
Theorem A**.**
Problem 1.1 has affirmative answer if .
Our goal is to prove that the answer to Problem 1.1 is in general negative but on the other hand, a local version of Theorem A is still valid.
Theorem 1.2**.**
Let be an open subset of , that does not contain . There exists a continuous function , such that for any , is isotropic, but is not constant on .
Theorem 1.3**.**
Let , be an open subset of and be an even, bounded, measurable function. If for almost every , is isotropic, then and , almost everywhere in , for some fixed constants and for some fixed vector .
The fact that Theorem 1.3 is a local version of Theorem A follows from the classical fact that if is constant on , then has to be almost everywhere equal to a constant on . In fact, the proof of Theorem A, is based on Theorem 1.3, proved in [18] in the case . The proof of the latter relies on a quick βglobalβ argument based on the Aleksandrov-Fenchel inequality (see next section). However, such arguments will not work in the local setting.
For a strictly convex body with smooth boundary and a direction , denote by the principal radii of curvature of at (see next section). It is well known that
[TABLE]
where are the principal curvatures of the hypersurface at the point . Here, denotes the inverse Gauss map , i.e. for , is the (unique) point of intersection of with its supporting hyperplane whose outer unit normal vector is .
The proof of the general case of Theorem 1.3 exploits the following observation that we believe is new: If is smooth enough and is isotropic for some , then the principal curvatures of the boundary of the zonoid , whose generating measure is given by (see Section 4), at are all equal. That is, the point is an umbilic of the boundary of . Therefore, if is smooth enough, one can use the following classical result (see e.g. [5, pp 183]) to prove Theorem 1.3.
Theorem B**.**
Let be a hypersurface in , , of class (or according to [25], of class ). If for all , it holds , then is contained in a Euclidean sphere, where are the principal curvatures of at .
The reader might guess that, since we do not assume any regularity on , Theorem B cannot be used directly (to our knowledge, not even if we assume to be continuous) to prove Theorem 1.3. Thus, we need somehow to relax the regularity assumptions in Theorem B, at least in the convex case. This is done in the following theorem, which we believe is of independent interest.
Theorem 1.4**.**
Let be a convex body in , , be an open connected subset of and assume that the measure is absolutely continuous. If for almost every direction it holds
[TABLE]
then is contained in a Euclidean sphere.
Here, denotes the order 1 area measure of , restricted into the family of Borel subsets of and is the inverse spherical image of with respect to . We refer to the next section for definitions.
Theorem 1.4 is in some sense optimal. This is demonstrated in the following examples.
Example 1.5**.**
One cannot replace (2) by the condition that for almost every point in an open subset of , the principal curvatures are equal. To see this, take to be the intersection of two Euclidean balls with different centers.
Example 1.6**.**
The assumption that is absolutely continuous cannot be removed. Indeed, take for instance to be the Minkowski sum of a Euclidean ball and a polytope and .
Nevertheless, we do not know whether the assumption of absolute continuity of the order 1 area measure (restricted in ) in Theorem 1.4 can be replaced by the absolute continuity of the area measure of any other order.
The main tools for the proof of our results come from Convex and Integral Geometry. This paper is structured as follows. In Section 2, we provide the necessary background for the proof of our main results. Theorem 1.4 is proved in Section 3. In Section 4, we prove Theorems 1.2 and 1.3 and, under some regularity assumptions on , a local version of Theorem 1.3.
2 Preliminaries and notation
In this section we introduce notation and collect basic facts from classical theory of convex bodies that we use in the paper. As a general reference on the theory we use R. Schneiderβs book βConvex bodies: the Brunn-Minkowski theoryβ [24] (see also [4] or [7]).
Let be subsets of . The linear hull of is denoted by . The Minkowski sum of and is the set .
A convex body in is a convex compact set with non-empty interior. The function , with is the support function of . The support functional is known to be additive with respect to the Minkowski sum and 1-homogeneous. That is, , for any compact convex sets and for any . Moreover if is a subspace of and is any orthogonal map, then the following identities hold:
[TABLE]
where denotes the adjoint of .
For a convex body and , the support set of in the direction is defined by . Similarly with the support functional, the support set functional is additive with respect to the Minkowski sum. That is, if is another convex body, then
[TABLE]
A classical theorem of Minkowski says that if are convex compact sets in and then the volume of the set is a homogeneous polynomial in of degree , with non-negative coefficients. The coefficient of is called the *mixed volume *of and is denoted by . We will also write for the mixed volume of where each is repeated times and .
The AleksandrovβFenchel inequality states the following
[TABLE]
It turns out that for given convex bodies , there is a unique Borel measure on the sphere , such that for any convex body , it holds
[TABLE]
Similarly, as with mixed volumes, the notation means that is repeated times, , where . One of the fundamental properties of mixed area measures is additivity and homogeneity with respect to any of its arguments. That is,
[TABLE]
for any convex body and any numbers .
A useful fact concerning mixed area measure is that if is a sequence of convex bodies, converging to , in the Hausdorff metric, where , then the corresponding sequence of mixed area measures converges weakly to . That is, for every continuous function , it holds
[TABLE]
Let be a point at which is twice differentiable. If is an orthonormal basis of , we denote by the Hessian matrix of the restriction of onto (the tangent hyperplane of at ), where we differentiate with respect to the basis . The eigenvalues of this matrix are non-negative (since is convex), independent of the choice of the orthonormal basis of and are called βthe principal radii of curvatureβ of at .
We say that a convex body is of class if is of class and if all the principal radii of curvature of at any are strictly positive. If the convex bodies are of class , then the mixed area measure is absolutely continuous and its density depends pointwise only on the Hessian matrices , but not on the (common) choice of the orthonormal basis . In fact,
[TABLE]
where the last expression is the mixed discriminant of the matrices (see [24, Section 2.5] and the references therein).
If is a subset of , define the inverse spherical image of with respect to by
[TABLE]
Assume, furthermore that is of class . Since the inverse Gauss map is well defined and continuous, and since in this case it clearly holds , it follows that if is an open set in then is also open in .
For , the area measure of order of a convex body is defined as
[TABLE]
In particular (as it follows from (6)), the order 1 area measure is additive and homogeneous, i.e. , for any and any convex bodies .
The special case in the previous definition is better understood and of particular interest. The area measure is called the surface area measure of . The following formula is valid
[TABLE]
for any Borel . In addition, Minkowskiβs Existence and Uniqueness theorem states that any Borel measure, whose center of mass is at the origin and is not concentrated in any great subsphere of , is the surface area measure of a unique (up to translation) convex body.
The density of the absolutely continuous part (in its Lebesgue decomposition) of will be denoted by . Densities of area measures behave well under the action of orthogonal maps. If , then (see [16])
[TABLE]
Recall the definition of the elementary symmetric functions : If are positive reals, then
[TABLE]
The classical Newton inequality states that if
[TABLE]
with equality if and only if .
Recall that the support function of the convex body is twice differentiable for almost every . It is known (see [12], [13], [14] for additional information, references and related results concerning area measures and their densities) that is given by
[TABLE]
In the case , we can rewrite (11) as follows
[TABLE]
where is the Laplacian (i.e. the Laplace-Beltrami operator) on the sphere. It is well known that the support function of a convex body, restricted on is contained in the Sobolev space (see [15], where higher regularity is established). Moreover, as shown in [2], (12) actually holds in the sense of distributions.
We have the following simple Lemmas.
Lemma 2.1**.**
Let be a convex body in , , be a Borel subset of and . The following statements are equivalent.
- i)
, for almost every . 2. ii)
, for almost every . 3. iii)
, for almost every .
Proof.
Using Newtonβs inequality (10) together with the representation (11) of the densities , , we obtain
[TABLE]
for almost every . Therefore, if or holds, then we have equality in Newtonβs inequality (10), which is only possible if , for almost every . Conversely, if holds, then by (11), and trivially hold true. β
Lemma 2.2**.**
Let , be convex bodies in , satisfying the assumptions of Theorem 1.4 for some open set in . Then, for , the convex body also satisfies the assumptions of Theorem 1.4 for .
Proof.
Notice, first, that by the additivity and homogeneity of the order 1 area measure, we have . Hence, is absolutely continuous. Moreover, it holds , , for almost every . Thus, , for almost every , where stands for the identity matrix. This, together with the additivity and homogeneity of the support functional, gives
[TABLE]
for almost every , proving our claim. β
We will also need two statements from basic measure theory (which of course hold in a much more general setting).
Lemma 2.3**.**
Let be Borel measures on an open set in .
- i)
If , for all continuous non-negative functions supported on , then . 2. ii)
If (i.e. is absolutely continuous with density with respect to ), and , are mutually singular measures and , then , -almost everywhere.
Proof.
We only prove , since is well known. Clearly, for , there exists a Borel set , such that and . Then, for any Borel subset of , we have . It follows that , -almost everywhere. Thus, and, since is arbitrary, our assertion follows. β
3 Convex umbilical hypersurfaces
For the proof of Theorem 1.4, we will show that if some pair satisfies the assumptions of the theorem, then is smooth enough. Theorem 1.4 will then follow from Theorem B. To this end, we will show that actually has to be harmonic on , which by general theory of elliptic PDEβs, will give us the desired regularity of .
3.1 Symmetrization
Let be a non-negative measurable function. The radial symmetrization of with respect to the line is defined as follows.
[TABLE]
The operator corresponds to the so-called βBlaschke-Minkowskiβ symmetrization, when applied to the support function of a convex body. We refer to [3] and [4] for more information. In view of Lemma 2.2, one naturally expects that there is some sequence of averages of compositions of with maps from that converges in some sense to . Since we are going to need convergence in , we will do this process carefully.
It is clear that is invariant under composition with maps from . Moreover, , for any function that is radially symmetric with respect to the line ; that is, is an idempotent operator. Furthermore, an immediate application of HΓΆlderβs inequality yields
[TABLE]
Later on, we will need the fact that the -norm is preserved under the operator (this is mentioned in [3]) and that if is in , then is also in . This is done in the following lemma.
Lemma 3.1**.**
Let be a non-negative measurable function. Then, for any , it holds
[TABLE]
where is the volume of . In particular, we have and, for , .
Proof.
Fix and let , , . Since , an easy change of variables implies
[TABLE]
Extend to the whole , so that is 1-homogeneous. Integrating in polar coordinates, we obtain
[TABLE]
Therefore, using Fubiniβs theorem, (16) and again integration in polar coordinates, we get
[TABLE]
as required. The fact that follows immediately from (15) and the fact that is idempotent. Similarly, using (14), we get
[TABLE]
β
Let . For , define the function
[TABLE]
Proposition 3.2**.**
Let be -functions. Then, there exists a sequence , such that
[TABLE]
in .
Proof.
Consider the linear space equipped with the natural norm given by . Then, the pair is a Hilbert space. Define the set
[TABLE]
and observe that the closure (with respect to the norm ) of is a convex set. To see this, notice that since is clearly closed under rational convex combinations, its closure has to be closed under (any) convex combinations. Using a classical result from the theory of Hilbert spaces (see e.g. [6, Chapter 3]), we conclude that there exists a unique element , such that
[TABLE]
It suffices to prove that almost everywhere in . Indeed, then there will be a sequence from that converges to in . Observe that, by definition, for any , it holds
[TABLE]
for all . This shows that , thus in fact, we only have to prove that is almost everywhere equal to a rotationally symmetric function with respect to the line , . For , let be the reflection with respect to the hyperplane . Notice that if , then the -tuple , also belongs to , where . Hence, if is a sequence from that converges to , then the sequence is also from and converges to . It follows that is also contained in . Using the trivial fact that for any , it holds , the fact that and the triangle inequality, we obtain
[TABLE]
It follows that (as elements of ), thus almost everywhere in , for all . This is enough to prove our claim. β
3.2 Reduction to surfaces of revolution
Let be a convex body in and be an open subset of . For technical reasons, we set , where is the indicator function of and .
Lemma 3.3**.**
Let be a convex body in and , for some . Assume that is absolutely continuous and that for almost every direction in , (2) holds. Then, is the support function of a convex body of revolution , which has the properties that is absolutely continuous and that for almost every direction in , (2) holds for at .
Proof.
Without loss of generality we may assume that contains the origin in its interior. Therefore, there exist Euclidean balls , centered at the origin, such that . Moreover, by assumption and by Lemma 2.1, we have , almost everywhere in . Since , it follows that . Moreover, by Proposition 3.2, for , there exists a sequence , such that
[TABLE]
and
[TABLE]
in and (by taking subsequences) almost everywhere. Since , is also a support function of some convex body , where , . Thus, by the Blaschke Selection theorem, by taking a subsequence of if necessary, we may assume that converges to some convex body in the Hausdorff metric. Then, (uniformly in ), which shows that and . Next, notice that
[TABLE]
which converges in and thus weakly to . This, in particular, shows that is absolutely continuous and that . Moreover, using Lemma 2.2, we see that , almost everywhere in , thus converges to , almost everywhere in . Let be any continuous non-negative function, supported inside . Then, by Fatouβs lemma and by the fact that converges weakly to , we get
[TABLE]
Since is arbitrary, we conclude by Lemma 2.3 that , which by Lemma 2.3 gives , almost everywhere in . Thus, using Lemma 2.1, we see that for almost every direction in , (2) holds for at , concluding our proof. β
Proposition 3.4**.**
Let be convex bodies of revolution with respect to the axis and let , for some . For , consider the Borel measure on the sphere, given by
[TABLE]
If none of the is a cylinder, then there are uniquely determined symmetric convex bodies of revolution with respect the the axis , whose surface area measure equals , respectively and
[TABLE]
for all .
Proof.
Let . Since is not a cylinder, it is clear that is not concentrated on any great subsphere of . Thus, by the Minkowski Existence and Uniqueness theorem, there exists a unique symmetric body of revolution (since is even and rotationally symmetric) with respect to the -axis, whose surface area measure equals . There is a simple geometric description of : Since is contained in the hemisphere , there is a continuous, concave, non-increasing function , for some , such that the surface of revolution is obtained by revolving the graph of about the -axis. It follows easily by (8) that is obtained by rotating the graph of the function about the -axis. In the case that , has density given by (7) and since at any point in depends only on the function , , it follows that also has density; the same as the density of . In the general case, one can approximate by sequences of bodies of revolution. Since the corresponding sequence of mixed area measures converges weakly to , we conclude that for any continuous function , supported inside , we have
[TABLE]
Hence, by Lemma 2.3 , it follows that , for any . The fact that (18) holds for all follows trivially by symmetry.
It remains to prove that . Notice that for any , the intersection of the supporting line to the graph of , whose outer unit normal vector is , with the graph of , contains only the point , . Hence, by the rotational symmetry and central symmetry of , we conclude that for any , it holds , . The additivity of the support set functional (3) gives . In other words, , which by (8) gives . It follows immediately by (6) that , as asserted. β
3.3 Regularity
Lemma 3.5**.**
Let be a convex body in and be a spherical cap, centered in . If and satisfy the assumptions of Theorem 1.4, then equals to a constant, almost everywhere in .
Proof.
Recall that by Lemma 3.3, it holds , almost everywhere in . Also, by Proposition 3.4, (5) and the Alesandrov-Fenchel inequality (4), we have
[TABLE]
On the other hand, the Cauchy-Schwartz inequality gives
[TABLE]
Therefore, there must be equality in the Cauchy-Schwartz inequality (19), which is only possible if is equal to a constant almost everywhere in , proving our claim. β
Proof of Theorem 1.4.
Let , be as in the statement of Theorem 1.4. Without loss of generality, we may assume that is a spherical cap centered at . By Lemma 3.5, can be taken to be equal to a constant in . For , define the following quantity (if it exists)
[TABLE]
where runs over all spherical caps , whose center is . First assume that and let be a spherical cap centered at . Notice, also, that . Then, by Lemma 3.1, it follows that . In particular, exists and equals to . Moreover, notice that if is a Lebesgue point of , then . Next, take any spherical cap inside , centered at some . Since the pair also satisfies the assumptions of Theorem 1.4 and since can clearly be replaced by any other point on the sphere, our previous discussion shows that exists and
[TABLE]
while equals if is a Lebesgue point of . In particular, the function is well defined in . Notice, however, that since almost every is a Lebesgue point of , equals almost everywhere in . Thus, by (20), it holds
[TABLE]
for all and for all spherical caps , centered at . Thus, has the so-called mean value property, which on the sphere (just like in the Euclidean case) implies that is harmonic [28]. It follows using e.g. [26, Proposition 1.6], that is -smooth (actually real analytic). Consequently, is almost everywhere equal to a function in . Since (12) holds in the sense of distributions in , it follows again by [26, Proposition 1.6] that is of class on . Next, notice that, by Lemma 2.2, the pair also satisfies the assumptions of Theorem 1.4. Since in , it follows that all principal radii of curvature of are strictly positive, thus (since is smooth) as in [24, pp 120] we conclude that is smooth as a manifold. This, together with (1) and Theorem B, shows that is contained in a Euclidean sphere. Therefore, and since is open in , we conclude that is constant on , for some fixed vector , and hence is constant on , ending the proof of Theorem 1.4.
4 Even functions with isotropic sections
A zonoid is a convex body whose support function is the cosine transform of some (positive) Borel measure on . The measure is called the generating measure of .
Let be zonoids in with corresponding generating measures . If are absolutely continuous with corresponding densities , then there is an integral-geometric formula, essentially due to W. Weil [27] (see also [24, Section 5.3]) that gives the density of the mixed area measure .
[TABLE]
[TABLE]
In the particular case that , , , , we have
[TABLE]
. Hence, (21) becomes
[TABLE]
In particular, area measures of any order of the zonoid are absolutely continuous, if the generating measure of is absolutely continuous. Notice, also that (22) implies that
[TABLE]
where is a constant that depends only on the dimension.
Lemma 4.1**.**
Let , be an open set in and be a bounded measurable function. Denote by the zonoid with generating measure . The following are equivalent.
- i)
The restriction is isotropic for almost every . 2. ii)
For almost every , it holds
[TABLE]
Proof.
Assume that holds. For any , for which , it holds (just expand the determinant and use the fact that , for )
[TABLE]
where is a positive constant that depends only on the dimension . Combining with (22), (23) and the assumption, we arrive at
[TABLE]
for almost every , where again depends only on . However, if on , that is , we already know that (24) holds, thus . This proves . The proof that implies is similar and we omit it. β
Proof of Theorem 1.2.
We know (see [24, Theorem 3.5.4]) that if is an even smooth enough function, then there exists an even continuous function , such that
[TABLE]
Let be a spherical cap which is disoint from and be an even function of class , such that and and let be the corresponding function in the integral representation (25). Set . Then, on and is the support function of the zonoid , which is constant on the open sets and . Hence, and are contained in spheres of radii 1 and 2 respectively. Thus, , for all and , for all . On the other hand, , for all . This, together with Lemma 4.1, shows that is isotropic for all . However, since , (23) shows that cannot be constant on (or in ).
Proof of Theorem 1.3.
Let us first extend to the whole , so that . Since for any two spherical caps , it holds , we may assume that is a spherical cap. Notice that if satisfies the assumptions of Theorem 1.3, then also satisfies the assumptions of Theorem 1.3, so since is bounded, we may assume to be non-negative. Denote, again, by the zonoid with generating measure . Lemma 4.1 and the assumption show that
[TABLE]
almost everywhere in . Since is absolutely continuous, it follows by Theorem 1.4 that is contained in a sphere. In particular, and , for some constants and for some vector .
Before ending this note, we would like to state, under some regularity assumptions on , a local version of Theorem 1.3.
Theorem 4.2**.**
Let and be a smooth enough function, so that the cosine transform of the measure is of class . Assume, furthermore, that there exist , and an open set in , such that is isotropic, for all . Then, is constant.
Proof.
Again, we may assume that . Then, is of class (the same holds of course for ) and therefore it is meaningful to consider (2) for pointwise. Let . As in Lemma 4.1, we see that (2) holds for at . Let be an orthonormal basis of and extend it to an orthonormal basis of . It holds
[TABLE]
where the differentiation is with respect to the basis (or any orthonormal basis in ) and is the common value of the principal radii of at . This shows that is also times the identity matrix, when the differentiation is with respect to the basis . Consequently, for any , (2) holds for at . Using Theorem 1.4, we conclude that is contained in a -dimensional sphere, thus is constant in . Finally, as in the proof of Lemma 4.1, one can easily see that
[TABLE]
which by Theorem B completes our proof. β
Acknowledgement. We are grateful to Daniel Hug for his help and interest in this work and for discovering errors in the statement and proof of previous version of Theorem 1.4. In particular, Example 1.5 is due to him. We would also like to thank Dmitry Ryabogin for some excellent discussions concerning problems related to Problem 1.1 and Andreas Savas-Halilaj for providing us references [5] and [25] and for related discussions.
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