A NNALI DELLA
S CUOLA N ORMALE S UPERIORE DI P ISA Classe di Scienze
L UIGI A MBROSIO
N ICOLA F USCO
D IEGO P ALLARA
Partial regularity of free discontinuity sets, II
Annali della Scuola Normale Superiore di Pisa, Classe di Scienze 4
esérie, tome 24, n
o1 (1997), p. 39-62
<http://www.numdam.org/item?id=ASNSP_1997_4_24_1_39_0>
© Scuola Normale Superiore, Pisa, 1997, tous droits réservés.
L’accès aux archives de la revue « Annali della Scuola Normale Superiore di Pisa, Classe di Scienze » (http://www.sns.it/it/edizioni/riviste/annaliscienze/) implique l’accord avec les conditions générales d’utilisation (http://www.numdam.org/conditions). Toute utilisa- tion commerciale ou impression systématique est constitutive d’une infraction pénale.
Toute copie ou impression de ce fichier doit contenir la présente mention de copyright.
Article numérisé dans le cadre du programme Numérisation de documents anciens mathématiques
http://www.numdam.org/
LUIGI AMBROSIO - NICOLA FUSCO - DIEGO PALLARA
1. - Introduction
In this paper we continue the
study,
started in[5],
of theregularity
of(quasi)
minimizers of a class of free
discontinuity problems including
the minimization of the Mumford-Shah functionalwhere c R" is an open set, g E
LI(Q),
a,fl
> 0 and?~n-1 (K~
is theHausdorff measure of K. In
( 1.1 ),
K varies in the class ofrelatively
closed subsets of 0 and u EC 1 (S2 B K) (see [20], [6], [19], [16], [ 11 ]).
Notice
that, given K,
theoptimal
function u is the solution of the Neumannproblem
in
S2 B K . Namely,
we prove in Theorem 3.1 that anyoptimal
freediscontinuity
set K is a
c1,a hypersurface except
for a closedsingular
set Ssatisfying
0.
Moreover,
wegive
a characterization ofsingular points
whichcould be
exploited
toget
further information on the dimension and the structure of S.The
starting point
of this paper is acriterion, proved
in[5],
for thec1,a
local
regularity
ofoptimal
sets K. The criterion involves the rate ofdecay
ofthe
quantity
Work
partially
supported by MURST 40%.Pervenuto alla Redazione il 4 aprile 1996.
measuring
the flatness of K(here
,,4 denotes the set of affinehyperplanes
inand of the scaled Dirichlet energy
The
application
of such a criterion to ourpartial regularity
result is based on twodecay
estimates. The first one,concerning
the flatnessimprovement
hasbeen
already proved
in[5] (see
Theorem 3.4below). Heuristically, (see [5])
afirst variation
argument
and therectifiability
of K show that the Dirichlet energy controls the mean curvature of K.Hence,
theproof
of flatnessimprovement
has a more
geometric
flavour and involves sometypical arguments
of minimal surfacestheory.
The second
decay
estimate is concerned with the Dirichlet energy. Assum-ing
thedecay
estimate to befalse,
we find a sequence ofquasi
minimizersand a sequence of balls
B,,h. Scaling
andnormalizing,
we obtain asequence of
quasi
minimizersKh )
in a fixed ballBR
whosegradients weakly
converge to the
gradient
of a function v which is harmonic in the upper and lower halfballs,
with zero normal derivative on{xn
=01.
An easy reflectionargument
shows that the scaled Dirichlet energy of v onBp decays
like p. Totransfer this
property
to the sequence vh(thus getting
acontradiction)
we needto prove strong convergence of the
gradients.
To obtain this convergence at least in a smallerball,
we introduce functions obtainedby taking
thecomposition
of vh with deformation maps
pushing
alarge part
ofKh
on suitable minimal surfaces. An energycomparison argument
leads to thestrong
convergence ofgradients
and to the desired contradiction.A feature of our
problem
is that the flatnessimprovement
theorem involves also the Dirichlet energy, and viceversa. For this reason an iteration argu- mentleading
to theimprovement
of bothquantities
is needed. The idea is to use thedecay
of7(x, p)
if7(x, p)
controlsD(x, p)
and to use thedecay
ofD (x , p)
if7(x , p)
is much smaller thanD (x , p).
This iterationargument
seemsto be a natural tool for
treating
thepartial regularity
of freediscontinuity problems.
Partialregularity
results for minimizers of the Mumford-Shah func- tional have also been obtained in the two dimensional caseby
Bonnet and David(see [7]
and[13]).
2. -
Quasi
minimizersIn the
following
a naturalnumber n >
2 will be fixed and we omit thedependence
of several constants on n. Since we will often deal with(n - 1)-
dimensional sets, we will use the notation m for n - 1.
Let 0 c R’ be an open set. For any function u the set
Su
denotesthe the
complement
of theLebesgue
set of u,i.e.,
The space introduced
by
DeGiorgi
and Ambrosio in[15],
consistsof all functions u with finite total variation in S2 such that the
singular part (with respect
toLebesgue measure)
Dlu of the distributional derivative Du issupported
inSu, i.e.,
In the
following,
Vu stands for thedensity (with respect
toLebesgue measure)
of Du. Notice that
because the
singular part
of the distributional derivative of u issupported
inSu.
In many variational
problems involving
volume and surfaceenergies
can be formulated and have a solution
(see [1], [2], [3], [4]).
In this paper very little of thetheory
will beused,
because adensity
lower bound for minimizers(see Proposition
2.4 below and(2.6))
allows areduction
to thestudy
of
pairs (u, K(u)),
with u EWI,I(Q B K(u))
andK(u)
=3u.
Now we
give
the definitions of local minimizers andquasi
minimizersassuming ~8=1.
Thisassumption
is notreally restrictive, by
ascaling argument.
DEFINITION 2.1
(local minimizers).
We say that u E localminimizer in Q if
and
whenever v E and
u }
C C A C C Q.DEFINITION 2.2
(quasi minimizers).
We will call deviationfrom minimality Dev(u, Q) of a function
u Esatisfying (2.2)
the smallest), E[0,
such that
for
any v E such that{ v ~ u }
C C A C C Q.Clearly, Dev(u, Q)
= 0if
and
only if u
is a local minimizer in Q. Moreover, we say that u is aquasi
minimizerin Q
if
there exists anondecreasing function cv (t) : (0, +00) ~ [0,
such thatfor
any ballBp (x )
C Q. We denoteby Mw(Q)
the classof functions satisfying (2.3).
REMARK 2.3. The canonical
example
ofquasi
minimizer isgiven by
theminimum u of the Mumford-Shah functional
with g
E and a > 0.Indeed,
it is easy to check thatwith M = This shows that
and,
for anycompeting
functionv, the
inequality F (u) F(M
n vu -M) implies
that the deviation fromminimality
of u inB p (x )
does not exceed Hence u Ewith
-
Existence of minimizers follows
by
thecompactness
and lower semiconti-nuity
results of[1]
and[4]. Using Proposition
2.4 below it can be seen(see
also
[16])
that the minimum of F onSBB1oc(Q)
isequal
to the minimum of the functionaloriginally proposed by
Mumford-Shah and Blake-Zissermann:In
(2.5),
K varies in therelatively
closed subsets of S2 and u varies inC’(S2BK).
PROPOSITION 2.4. Let U E
Then, for
any ballBp(x)
C S2 centered atXES u
we havefor
somepositive
constants pw and8w depending only
on w.Moreover,
PROOF. See Theorem 2.7 and
Proposition
2.8 of[5].
Thedensity
lowerbound for minimizers of the Mumford-Shah functional has been
proved
alsoin
[11]
and[19].
0We will denote the set
Su by K(u).
If u EProposition
2.4 andthe
quasi minimality
conditionimply
for any V E such that
3. - Statement of the main result
In the
following,
,,4 stands for the set of affinehyperplanes
in Themain result of our paper is the
following:
THEOREM 3.1. Let be
defined
inDefinition 2.1,
U EMw(Q),
andassume that
for
some constants co >0,
y > 0 and let a =min{I/4, y }/ (m
+2). Then,
thereis a
positive
constant80 (co, y)
suchthat for
any x EK (u)
and any ballB,, (X)
C S2with p
1,
the conditionimplies
thatBpl2(x)
f1K(u)
is ahypersurface.
REMARK 3.2. Let R be the set of
regular points
ofK (u ), i.e.,
the set ofthose
points
x EK (u )
such that(3.2)
holds for asufficiently small p
E(0, 1).
Then,
thecomplement S
=K(u) B
R isrelatively
closed in S2 and it is made of allpoints satisfying
eitheror
It is easy to see that
Jim (s) =
0.Indeed, (3.3)
is not satisfied at anypoint
x E
K (u)
whereK (u)
has anapproximate tangent
space P(see [21,
Th.11.6]) because,
to estimate theintegral
in(3.3)
we can choose A = x +P,
thusobtaining
that the limit is 0.Moreover,
a differentiation theorem(see [21, 3.2(1)])
shows that-
for any Borel subset C of the set E of
points
x E S2satisfying (3.4).
Theinequality
aboveimplies
that E haslocally
finiteR’ -measure,
hence = 0.Using
theinequality again
we obtain that Jim( E )
= 0.The
proof
of Theorem 3.1 isbased,
among otherthings,
on ac1,a regularity
criterion
proved
in[5].
Let us introduce a notation for the Dirichletintegral
of u
and the
flatness
ofK(u)
We can state the
following
result:THEOREM 3.3. Let U E and assume that there exist such that
cv ( p) Cp2a
andfor any
ballBp (x)
C Q centeredatx EK(u).
is ahypersurface
with a = +
2).
PROOF. See
[5],
Theorem 5.3 and Remark 5.4. 0 Toverify
theassumption
of Theorem 3.3 in(with
xsatisfying (3.2))
we need to know that A and D
satisfy good decay properties.
Thefollowing typical decay property
of A has beenproved
in Theorem 6.2 of[5]:
it saysthat if
K(u)
issufficiently
flat near x, it is flatter on a smallerscale, provided p)
and arecomparable
withA(x, p) (remember
that theDirichlet
integral
is related to the curvature of~(~)).
,THEOREM 3.4
(flatness improvement).
For any choiceof fl
E(0, 1 / 112)
and77 > 0 there exists E
(p,
TJ,w)
> 0 suchthat, for any
u E the conditionsand x E
K(u) imply
with C
depending only
on w.The
following
theorem is the naturalcounterpart
of the flatnessimprovement
theorem: it says that in the
regions
where A is much smaller than D there isimprovement
of D.THEOREM
3.5(energy improvement). For any choice of fl
e(o, 6/7)
thereexist
B2(fJ, w)
> 0 andw)
e(0,1)
suchthat, for
any u E the conditionsand x E
K (u) imply
A
large part
of this paper will be devoted to theproof
of the energyimprovement
theorem.Using
a careful choice of the constants in bothdecay theorems,
andusing
in an essential way theindependence
of the constant Cof Theorem 3.4 on
fl
and TJ, we will be able toperform
in Lemma 6.1 andCorollary
6.2 ajoint
iterationleading
to the desired estimates on A and D.4. -
Preliminary
resultsThe
following
theorem is concerned with theasymptotic
behaviour of se-quences of
quasi
minimizersassuming
that Dirichlet energy tends to zero and thejump
sets become flatter and flatter.THEOREM 4.1. Let
(uh)
c(Sh)
C A besatisfying
the conditionsfor
any p E(0, R)
andThen S contains the
origin
and thefollowing properties
hold:(i) for
any p E(0, R)
theheight
is
infinitesimal
as h ~ -~oo;(ii) denoting by
the two connected componentsof
we have
(iii)
the measures Jim L K(uh ) weakly
converge to Jim L S inBR.
PROOF.
Let xh
E beconverging
to 0 andUsing Proposition 2.4,
if(a subsequence of)
ph is notinfinitesimal,
for hlarge enough
weget
a contradiction.
Hence,
the distancesof Sh
from 0 areinfinitesimal,
S contains theorigin
andfor any p E
(0, R). Then, (i)
followsagain by
thedensity
lower bound(see [5, Proposition 5.1 ]).
Theproperties (ii), (iii)
areproved
inStep
4 andStep
5 ofTheorem 4.3
[5] (see
also Lemma 6.1 of the samepaper).
0The next lemma is based on a well known reflection
argument.
LEMMA 4.2. Let B+ be the upper unit
half
ball in and v : B+ --+ R. Fora E
(0, 1),
letSa
={ (z, y)
EBI :
y >a }
and let us assume that v Eany a > 0. Then
(i)
vbelongs
toH 1 (B+) if and only
EL2 (B+);
(ii) if v
EH 1 (B+)
andthe function y)
=v (z, -y)
is the harmonic extensionof v
toBI.
PROOF.
(i)
Oneimplication
is trivial.Assuming
Vv EL2(B+),
we needonly
to show that v EL 2(B+). Clearly,
the functions Vk = k A v v -kbelong
toand
IIVvII2
for any k >0;
the Poincaréinequality (see [22,
Th.
4.4.2]) implies
for some dimensional constant c,
with Uk equal
to the averageof vk
onLetting k
- +oo weget
hence v E
L2(B+).
(ii)
It is well known that v EHI(B¡).
For any testfunction 0
ECJ(BI), using
two times
(4.1 )
and achange
of variables we getwith ~(z, y) = ~(z, -y).
is harmonic. oFor any
1-Lipschitz
function v ona BR,
let us denoteby V : BR --~
R thesolution of the minimum
problem
and let
We are interested to estimate the convergence to 0 of tends to 0.
LEMMA 4.3
(area
excessestimate).
Let v : R be a112-Lipschitz function.
For any a > 1 we haveprovided R/(2a).
PROOF. The transformation
preserves the
Lipschitz
constant and maps functions onBR
to functions onBl.
Hence,
we can assume with no loss ofgenerality
that R = 1.Let
By
theequations (in polar coordinates)
we infer
that 1/2 and 1/2, hence va
is aI-Lipschitz
function. In
particular
LEMMA 4.4
(deformation lemma).
Letg+,
g-, g :B 1 --~
R beLipschitz
functions
such thatg+
= g- = g ona Bm
andLet C be the
cylinder Bi
x(-3, 3), r(g)
C C be thegraph of
g, Wee be the open set above thegraph of g+
and below thegraph of g-.
Then, for
any v E SBV(C)
there exists W E SBV(C)
such that the tracesof
vand w on a C are
equal
andwith M
depending only
on theLipschitz
constantsof g+,
g-, g.PROOF. Let x =
(z, y), (D :
C -+ C be the map definedby
It is easy to check that the restriction of 4) to a C is the
identity map, 4) :
W oC B r (g)
is invertible and the norm of the Jacobian matrices of (D and~-1
canbe
uniformly
estimated with theLipschitz
constants ofg+,
g-, g. The function.
(arbitrarily
defined onr (g))
has the same trace of v on aC andfl
W),
henceMoreover
THEOREM 4.5
(Lipschitz approximation).
There exist constantsR(w)
> 0 and> 0 with the
following
property: let U EMw(B7r) for
some r R and letThen, if
PA andK(u)
flBrl 16 0
0 there exists aLipschitz function f :
T --+ with
Lipschitz
constant less than1/2
such thatand, denoting by r ( f )
thegraph of f,
we havePROOF. Let R =
1/2)
be the costant defined before Theorem 5.2 of[5].
We will indicateby
c thegeneric
constantsdepending only
on n andcv
appearing
in the estimates of Theorem 5.2 of[5]. Then,
this theorem states thatA/rm+2
c andK(u)
rl8,.~16 ~ ~ imply
the existence of aLipschitz
continuous function
f :
T --~T~
withLipschitz
constant less than1/2
suchthat
sup
andwhere X is the
projection
on ofr ( f ) B K (u)
andII Sx - represents
the distance of theapproximate tangent space Sx
to at x from T(see [5]
fordetails).
Using
the tilt lemma(see
Lemma 6.1 of[5])
we obtain(4.6)
from(4.7)
and the estimate
~m (X ) c(A/r2
+ D +L).
The secondinequality
in(4.4)
can be
easily
deduced from the first oneby evaluating separately
theintegral
on X and the
integral
onZ~ B
X.Finally,
theinequality (4.5)
can beproved
with the same methodusing
thetilt lemma and
noticing
that1/2
andwhere v is the normal to the
graph
off
at x =(z, f (z)),
with ,z E X differ-entiability point
off (see Step
2 in Theorem 6.2 of[5]).
05. - Proof of the energy
improvement
theoremWe assume without loss of
generality
thatw (t)
> 0 for any t > 0. Asusual,
to prove Theorem 3.5 we argueby contradiction, getting
sequences(Zh)
CMw(Bph (yh)), (Sh),
C .~4satisfying
for a suitable infinitesimal sequence yh and
To rescale all the functions to a fixed ball we will use the
following
remark.REMARK 5.1
(scaling).
Let u E and letBp(xo)
C Q.Then,
it iseasy to check that
belongs
toS B V (0,,,)
withQp
=Moreover,
for any ball CS2p
we haveIn
particular,
if p1,
themonotonicity
ofw (p)
shows thatLet R = be
given by
Theorem 4.5.By (5.1), (5.2), (5.3)
and ourassumption
on cv we obtain that for hlarge enough. Hence, scaling
the functions
by
a factor as in Remark5.1,
we obtain new sequences(Uh)
C(Th), (Th ) satisfying
the conditionsand
The deviation from
minimality
of uh in satisfiesDenoting by
T thehyperplane {xn
=0}, by
a rotation and a translation we can assume with no loss ofgenerality
thatT, T (Xh)
= 0 andTh
converges to somehyperplane
S.Using (5.5)
and thedensity
lower bound it is easy to see,by
the same argument used in Theorem4.1,
that xh -~ 0(notice
thatxh E
By
Theorem4.1 (iii)
and(5.4), (5.7)
we obtain thatweakly
converges inBR
to and S contains theorigin.
Sincewe infer that T = S.
Setting
nowand
defining vh
=uh /sh
we can rewrite(5.4), (5.5), (5.6)
as followsWe
point
outthat, by (2.6),
thefunctions vh
arequasi
minimizers in of the rescaled functionalsand, denoting by Devh
the deviation fromminimality
of(5.7) yields
for any p R
(notice
thatBp
CBR (xh)
for hlarge enough).
STEP 1. Let us use y - xn to denote the "vertical" coordinate.
By (5.8)
and Theorem
4.1(i)
we obtainIn
particular,
the maximalheight
of inB R/2
is infinitesimal. For anya > 0 we denote
by (respectively Sj)
the set ofpoints
x EBR12
such thaty > a
(respectively
y-a),
we denoteby cl
the averageof vh
on andwe assume, up to a
change
ofsign,
thatct a ch . By
Theorem4.1(ii)
weobtain that the sequence has no infinitesimal
subsequences,
hence(c+ - ch ) diverges.
For any a > 0
(5.13) implies
the existence ofha E
N such that vh -Ch
belongs
to forh > ha. Moreover,
if aR/4,
the averageof vh - cl
is zero on
C Sal
and the Poincar6inequality (see [22,
Th.4.4.2]) implies
that the
family {vh -
is bounded inH1 (Sa ). Possibly extracting
asubsequence, by
adiagonal argument
we can find a function v :BR12 B
such that
weakly
converges to v inH 1 (S,,’),
and alsopointwise
inSa,
for any a E
(0, R /4) . By
lowersemicontinuity
of the Dirichletintegral
and thefirst
equality
in(5.10)
we inferIn
particular,
Lemma4.2(i) yields
v ESTEP 2. Now we show that v in harmonic in
B R/2 B
T and its normal derivative on T is zero.Using (5.12)
andcomparing
with+ q5) for 0
ECJ(BR/2 B T),
it is easy to check that v is harmonic in
B R/2 B
T.Possibly passing
to asubsequence
we can assume that the measures 2/7* are
weakly converging
inBR12
to some measure A. Sinceweakly
converges to Q v in
BR~2
we havep a
Comparing
with.~’h (~ Cv
+ct)
+(1 -
withand
using again (5.12)
weget
theinequality
for any 8 > 0.
Using
thestrong
convergence ofletting
first h - +oo then 8 -- 0 we findSince 0
isarbitrary,
we obtain thatJLL(BR/2 B T) _ ~ IVvI2.en,
hence the abso-lutely
continuouspart
of it isobviously 1 V v 12.en
and thesingular
part must besupported
in T.We now claim that v has zero normal derivative on T n
BR12, i.e.,
for
any 0
ECJ(BR/2). Indeed, let 0
ECJ(BR/2),
8 > 0 and let1/1 :
Rbe a smooth non
decreasing
function such0, ~ (-~-oo)
= 1and for any t E R.
By (5.12)
the sequence zh -BR~2 )
is infinitesimal.
Hence, denoting by
ch the average ofc+
andc- comparing
with -I- and
dividing
both sidesby J§
weobtain
Since
Vvh weakly
converges to Vv in andCh) strongly
converges to
(here
we use the fact thatCh
-+00)
we obtaino
As E
and 0
arearbitrary, (5.15)
isproved
forst.
Theargument
forSo
issimilar.
By
Lemma4.2(ii)
we infer that the restrictions of v toSo
can beprolonged by
reflectionalong
T to harmonic functions onBR~2.
Inparticular,
v and o v are
locally
bounded inBR12
andSTEP 3. Now we prove an estimate from below on the size of
namely
-for any
cylinder Cp = Bp (xo) x (- p, p)
contained inB R/2.
LetZh
CB"’(xo)
be the
projection
of on T ;by
well knowproperties
of Hausdorffmeasures it suffices to prove that Let
given a
E(0, p )
we have that the functionsvh (z, ~ )
areabsolutely
continuousin
(-a, a)
for £"’-almost every z EGh,
henceOn the other
hand,
theintegrals
are bounded because of the convergence of
(vh - c~)
to v. Since(ct - c~)
tends to from
(5.17)
we infer that isinfinitesimal,
hencefor any a E
(0, p). Assuming by
contradiction that8 hk
for some8 > 0 and some
subsequence (hk), by (5.17)
and(5.18)
we obtainfor k
large enough depending
on a. Since a isarbitrary
we find thatChk)
tends to0,
a contradiction with Theorem4.1 (ii).
STEP 4.
Applying
Theorem 4.5 to the functions uh with r = we can find1 /2-Lipschitz functions fh : B ~4
- R such that(we
use(4.4), (4.5), (5.9), (5.7))
for some constant
Q >
0.Possibly extracting
asubsequence,
we can assumethat the measures
1
are
weakly converging
inB,.
to some measure v. Since the maximalheight
ofis
infinitesimal,
the measure v issupported
in T.. STEP 5. We will prove that p = is
absolutely
continuouswith
respect
to /~". The convergence of the Dirichletintegrals
and the final contradiction will follow at once.Let us fix a
cylinder
C = x(- 3 p , 3 p )
contained in andassume that p and xo fulfil the conditions
Let
h (k)
be asubsequence
such thatand let gk : -~ R be the
1-Lipschitz
solutions of the least areaprob-
lems
(4.2)
withBm (xo)
inplace
ofBR
andfh(k)
inplace
of v. LetIt is well known
(and
easy tocheck)
thatgk and gk
arerespectively
thelargest
and the smallest
1-Lipschitz
extensions of the restriction offh(k)
to8BP (xo).
In
particular
and
Since
fh uniformly
converges to 0 in the functionsgk uniformly
converge in to we set
For k
large enough
we have2p,
hence we canapply
Lemma4.4, getting
functions Wk E with the same trace of ofa C,
such thatand
where
Wk
denotes the openportion
of C above thegraph
ofg+
and below thegraph
ofgk . Using
Lemma 4.3 andtaking
into account(5.19)
and(5.20)
wehave
- -~ ~ -. - , ~ ,
for any a ~
1,
henceUsing
the fact thatWk
does not intersect thegraph
offh~k~
we obtainthe following
estimate onNow,
we defineand we compare with ·
Taking
into account(5.12)
and(5.24)
weget
Now, by Step 3,
Jim(s,h(k)
nC)
exceedswmpm
up to an infinitesimal faster than~h(k) ~ Hence, letting k
-~ -~oo in(5.27)
andusing (5.26)
we obtainFinally,
our choice of p and the fact that and v are bothsupported
in Tguarantees
that =v(Woo)
= 0 andHence,
By
a standardapproximation
argument, theinequality
remains true evenif
(5.22)
or(5.23)
are not fulfilled.Indeed,
the set of radii p for which(5.22)
is false is at most
countable,
and the set of radii p for which(5.23)
is false is,C 1-negligible, by (5.20) .,and
the Fatou lemma. Since thecylinder
C CBr/4
isarbitrary,
it follows that LB,14
= 0.12
STEP 6. End of the
proof.
FromStep 5,
it followsthat IVvhl2.en weakly
converges
to
in · Inparticular,
Choosing
p =PR125
andpassing
to the limit as h --~ +oo in(5.10)
we obtainThis contradicts the energy estimate
(5.16)
with p = 06. - Proof of
partial regularity
In this section we will prove the
partial regularity
ofquasi minimizers,
stated in Theorem 3.1. Since w is a fixedfunction,
we omit in this section thedependence
of the constants on w. Let0,
y >0,
begiven by (3.1 ).
If u E and x E
K(u)
we defineBy
Theorem 3.4 we obtainthat,
for any choice offl
E(0, 1 / 112),
A satisfies thefollowing decay property,
that for convenience we restate in aslightly
differentway:
(i)
For any q > 0 there exists81 (p, q)
> 0 such that the conditionsimply
with Cdepending only
on co, y.Similarly, using
Theorem3.5,
we obtain that D satisfies for anyp
E(0, 6/7)
the
following decay property:
(ii)
there exist > 0 and E(0, 1)
such that the conditionsLEMMA 6.1.
Let P
E(0, 1 ), A,
D :(0, p)
-R+
benondeereasing functions satisfying (i)
and(ii)
above.Then, for {3
> 0sufficiently
small(see (6.3) below)
there are constants e, ?7, L > 0 such
that, setting
the following implication
holdsPROOF. We fix a constant
p
E(0, 1/(l 12)3)
so small thatand we fix > 0
according
to(ii). Finally,
we setand we choose L > 0
satisfying
the conditionsLet us assume that
E(p)
s andE(fJp)
>LpY
for some p E(0, p).
CASE 1. Assume that
Our choice of 8
implies D(p)
moreover,using
theinequality
>
LpY
weget
and our choice of L
implies Hence,
we canapply (ii).
This, together
with(6.4) yields
In this case
(6.3) yields T:ll/4E(p).
CASE 2. Now we assume that
(6.4)
does nothold,
henceOur choice of E
implies
Moreover, (6.5)
and >LpY yield
and our choice of L
yields ,
Sincefl
1 we have alsoHence we can
apply (i)
withfJI/3
andP. This, together
with(6.5), yields
In this case
(6.3) gives
COROLLARY 6. 2. With the
assumptions
and the notationsof Lemma 6. l, E ( p )
e
implies
with a =
min{l/4, y}.
PROOF. Let us assume that
E(p)
c for some p E(0, p).
Weinductively
define an infinitesimal sequence of radii
( pk )
such that po = p, E{~Ti,T2)
andClearly, (6.6)
holds with k = 0. Assume that theinequality
is valid for pk; ifwe choose pk+ 1 =
ppk. Otherwise, L pk
and Lemma 6.1yields
that
(6.6)
is valid either with pk+1 = 1’1 Pk or with pk+1 = r2pk.Given r E
(0, p)
there exists aunique k
such that pk+i s r pk; sincetl =
fl/25 p
r2 = we haveand the statement follows.
CONCLUSION OF THE PROOF. be
given by Corollary
6.2. We needonly
to choose Eo so small that
(3.2) implies
By Corollary
6.2 we obtain that theassumptions
of Theorem 3.3 are satisfied in Q =Bp/2(X).
REFERENCES
[1] L. AMBROSIO, A compactness theorem for a new class of functions of bounded variation,
Boll. Un. Mat. Ital. B 3 (1989), 857-881.
[2] L. AMBROSIO, Existence theory for a new class of variational problems, Arch. Rational Mech. Anal. 111 (1990), 291-322.
[3] L. AMBROSIO, Variational problems in SBV, Acta App. Math. 17 (1989), 1-40.
[4] L. AMBROSIO, A new proof of SBV compactness theorem, Calc. Var. 3 (1995), 127-137.
[5] L. AMBROSIO - D. PALLARA, Partial regularity of free discontinuity sets I, Ann. Scuola Norm. Sup. Pisa Cl. Sci. ???.
[6] A. BLAKE - A. ZISSERMAN, Visual Reconstruction, M.I.T. Press, 1987.
[7] A. BONNET, On the regularity of edges in the Mumford-Shah model for image segmentation,
Ann. Inst. H. Poincaré, to appear.
[8] M. CARRIERO - A. LEACI, Existence theorem for a Dirichlet problem with free discontinuity
set, Nonlinear Analysis TMA 15 (1990), 661-677.
[9] M. CARRIERO - A. LEACI - D. PALLARA - E. PASCALI, Euler Conditions for a Minimum
Problem with Free Discontinuity Set, Preprint Dip. di Matematica, 8 Lecce, 1988.
[10] M. CARRIERO - A. LEACI - F. TOMARELLI, Plastic free discontinuities and special bounded hessian, C.R. Acad. Sci. Paris Sér. I Math. 314 (1992), 595-600.
[11] G. DAL MASO - J. M. MOREL - S. SOLIMINI, A variational method in image segmentation:
existence and approximation results, Acta Math. 168 (1992), 89-151.
[12] G. DAVID - S. SEMMES, On the singular set of minimizers of the Mumford-Shah functional,
J. Math. Pures
Appl.
to appear.[13] G. DAVID,
C1-arcs for the
minimizers of the Mumford- Shah functional, SIAM J. Appl.Math. 56 (1996), 783-888.
[14] E. DE GIORGI, Free Discontinuity Problems in Calculus of Variations, in: Frontiers in pure and applied Mathematics, a collection of papers dedicated to J.L. Lions on the occasion of his 60th birthday, R. Dautray ed., North Holland, 1991.
[15] E. DE GIORGI - L. AMBROSIO, Un nuovo tipo di funzionale del Calcolo delle Variazioni, Atti Accad. Naz. Lincei Cl. Sci. Fis. Mat. Natur. 82 (1988), 199-210.
[16] E. DE GIORGI - M. CARRIERO - A. LEACI, Existence theorem for a minimum problem with free discontinuity set, Arch. Rational Mech. Anal. 108 (1989), 195-218.
[17] E. GIUSTI, Minimal surfaces and functions with bounded variation, Birkhäuser, Boston, 1984.
[18] F. H. LIN, Variational problems with free interfaces, Calc. Var. 1 (1993), 149-168.
[19] J. M. MOREL - S. SOLIMINI, Variational models in image segmentation, Birkhäuser, Bostom, 1994.
[20] D. MUMFORD - J. SHAH, Optimal approximation by piecewise smooth functions and asso-
ciated variational problems, Comm. Pure Appl. Math. 17 (1989), 577-685.
[21] L. SIMON, Lectures on Geometric Measure Theory, Proceedings of the Centre for Mathe- matical Analysis, Australian National University, Canberra, 1983.
[22] W. P. ZIEMER, Weakly differentiable functions,
Springer
Verlag, Berlin, 1989.Dipartimento di Matematica Via
Abbiategrasso
20527100 Pavia, Italia
Dipartimento di Matematica
e
Applicazioni
"R. Caccioppoli", Via Cintia
80126 Napoli, Italia
Dipartimento di Matematica Universit di Lecce - C.P. 193 73100 Lecce, Italia