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- Recovering
Facial Shape
Using a
Statistical
Model of
Surface Normal
Direction: Pattern
Analysis and
Machine
Intelligence,
IEEE
Transactions
on, Vol. 28,
No. 12.
(2006), pp.
1914-1930.In
this paper, we
show how a
statistical
model of
facial shape
can be
embedded
within a
shape-from-sha
ding
algorithm. We
describe how
facial shape
can be
captured using
a statistical
model of
variations in
surface normal
direction. To
construct this
model, we make
use of the
azimuthal
equidistant
projection to
map the
distribution
of surface
normals from
the polar
representation
on a unit
sphere to
Cartesian
points on a
local tangent
plane. The
distribution
of surface
normal
directions is
captured using
the covariance
matrix for the
projected
point
positions. The
eigenvectors
of the
covariance
matrix define
the modes of
shape-variatio
n in the
fields of
transformed
surface
normals. We
show how this
model can be
trained using
surface normal
data acquired
from range
images and how
to fit the
model to
intensity
images of
faces using
constraints on
the surface
normal
direction
provided by
Lambert's law.
We demonstrate
that the
combination of
a global
statistical
constraint and
local
irradiance
constraint
yields an
efficient and
accurate
approach to
facial shape
recovery and
is capable of
recovering
fine local
surface
details. We
assess the
accuracy of
the technique
on a variety
of images with
ground truth
and real-world
imagesWAP
Smith, ER
Hancock
Source: Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 12. (2006), pp. 1914-1930. - Landsat
Thematic
Mapper:
Detection of
Shifts in
Community
Composition of
Coral Reefs: Conservation
Biology, Vol.
15, No. 4.
(2001), pp.
892-902.We
assembled a
time series of
20 Landsat
thematic
mapper images
from 1982 to
1996 for Key
Largo,
Florida, to
ascertain
whether
satellite
imagery can
detect
temporal
changes in
coral reef
communities.
Selected reef
and control
areas were
examined for
changes in
brightness,
spectral
reflectance,
band ratios,
spatial
texture, and
temporal
texture (
pixel-to-pixel
change over
time). We
compared the
data to known
changes in the
reef ecosystem
of Carysfort
Reef and
terrestrial
sample sites.
Changes in
image
brightness and
spectral-band
ratios were
suggestive of
shifts from
coral- to
algal-dominate
d community
structure, but
the trends
were not
statistically
significant.
The spatial
heterogeneity
of the reef
community
decreased in
the early
1980s at
scales
consistent
with known
ecological
changes to the
coral
community on
Carysfort
Reef. An
analysis of
pixel-scale
variation
through time,
termed
temporal
texture,
revealed that
the shallow
reef areas are
the most
variable in
regions of the
reef that have
experienced
significant
ecological
decline. Thus,
the process of
reef
degradation,
which alters
both the
spatial
patterning and
variability of
pixel
brightness,
can be
identified in
unclassified
thematic
mapper images.
Mapeador
Tematico
Landsat:
Deteccion de
Desplazamiento
s en la
Composicion de
Comunidades en
Arrecifes de
Coral Resumen:
Ensamblamos
una serie de
tiempo de 200
imagenes del
mapeador
tematico
Landsat de
1982 a 1996
para Cayo
Largo, Florida
para
determinar si
las imagenes
de satelite
pueden
detectar
cambios
temporales en
las
comunidades de
arrecifes de
coral. Los
arrecifes de
coral y las
areas control
fueron
examinados
para cambios
en resplandor,
reflectancia
espacial,
proporciones
de las bandas,
textura
espacial y
textura
temporal
(cambios pixel
a pixel a
traves del
tiempo).
Comparamos los
datos de
cambios
conocidos en
el ecosistema
de arrecife de
Carysfort y en
muestras de
sitios
terrestres.
Cambios en el
resplandor de
la imagen y en
las
proporciones
de las bandas
espectrales
sugirieron
desplazamiento
s en la
estructura
comunitaria
dominante de
coral a algas;
sin embargo,
las tendencias
no fueron
estadisticamen
te
significativas
. La
heterogeneidad
espacial de la
comunidad de
arrecifes
disminuyo en
los inicios de
los anos 1980s
en escalas
consistentes
con cambios
ecologicos
conocidos en
la comunidad
de coral del
arrecife
Carysfort. El
analisis de la
variacion a
nivel de pixel
a traves del
tiempo, e
identificado
como textura
temporal,
revelo que las
areas de
arrecifes
bajos son las
mas variables
en regiones
donde el
arrecife ha
experimentado
disminuciones
ecologicas
significativas
. Por lo
tanto, el
proceso de
degradacion,
que altera
tanto los
patrones
espaciales
como la
variabilidad
del resplandor
de pixeles,
puede ser
identificado
en el Mapeador
Tematico sin
clasificar.Phi
llip Dustan,
Eric Dobson,
George Nelson
Source: Conservation Biology, Vol. 15, No. 4. (2001), pp. 892-902. - Global warming
and climate
forcing by
recent albedo
changes on
Mars: Nature, Vol.
446, No.
7136., pp.
646-649.Lori
Fenton, Paul
Geissler,
Robert Haberle
Source: Nature, Vol. 446, No. 7136., pp. 646-649. - Climate
effects of
global land
cover change: Geophysical
Research
Letters, Vol.
32 (8 December
2005),
L23705.S
Gibbard, K
Caldeira, G
Bala, TJ
Phillips, M
Wickett
Source: Geophysical Research Letters, Vol. 32 (8 December 2005), L23705. - Seasonal and
interannual
variations of
top-of-atmosph
ere irradiance
and cloud
cover over
polar regions
derived from
the CERES data
set: Geophysical
Research
Letters, Vol.
33 (2006),
L19804.Seiji
Kato, Norman
Loeb, Patrick
Minnis,
Jennifer
Francis,
Thomas
Charlock,
David Rutan,
Eugene
Clothiaux,
Szedung
Sun-Mack
Source: Geophysical Research Letters, Vol. 33 (2006), L19804. - Arctic Air
Pollution:
Origins and
Impacts: Science, Vol.
315, No. 5818.
(16 March
2007), pp.
1537-1540.Nota
ble warming
trends have
been observed
in the Arctic.
Although
increased
human-induced
emissions of
long-lived
greenhouse
gases are
certainly the
main driving
factor, air
pollutants,
such as
aerosols and
ozone, are
also
important. Air
pollutants are
transported to
the Arctic,
primarily from
Eurasia,
leading to
high
concentrations
in winter and
spring (Arctic
haze). Local
ship emissions
and summertime
boreal forest
fires may also
be important
pollution
sources.
Aerosols and
ozone could be
perturbing the
radiative
budget of the
Arctic through
processes
specific to
the region:
Absorption of
solar
radiation by
aerosols is
enhanced by
highly
reflective
snow and ice
surfaces;
deposition of
light-absorbin
g aerosols on
snow or ice
can decrease
surface
albedo; and
tropospheric
ozone forcing
may also be
contributing
to warming in
this region.
Future
increases in
pollutant
emissions
locally or in
mid-latitudes
could further
accelerate
global warming
in the Arctic.
10.1126/scienc
e.1137695Kathy
Law, Andreas
Stohl
Source: Science, Vol. 315, No. 5818. (16 March 2007), pp. 1537-1540. - Southern
Hemisphere and
Deep-Sea
Warming Led
Deglacial
Atmospheric
CO2 Rise and
Tropical
Warming: Science (27
September
2007),
1143791.Establ
ishing what
caused Earth's
largest
climatic
changes in the
past requires
a precise
knowledge of
both the
forcing and
the regional
responses.
Here we
establish the
chronology of
high and low
latitude
climate change
at the last
glacial
termination by
14C dating
benthic and
planktonic
foraminiferal
stable isotope
and Mg/Ca
records from a
marine core
collected in
the western
tropical
Pacific. Deep
sea
temperatures
warmed by ~2oC
between 19 and
17 ka B.P.
(thousand
years before
present),
leading the
rise in
atmospheric
CO2 and
tropical
surface ocean
warming by
~1000 years.
The cause of
this deglacial
deep water
warming does
not lie within
the tropics,
nor can its
early onset
between 19-17
ka B.P. be
attributed to
CO2 forcing.
Increasing
austral spring
insolation
combined with
sea-ice albedo
feedbacks
appear to be
key factors
responsible
for this
warming.
10.1126/scienc
e.1143791Lowel
l Stott, Axel
Timmermann,
Robert Thunell
Source: Science (27 September 2007), 1143791. - Changes in
Earth's
Reflectance
over the Past
Two Decades: Science, Vol.
304, No. 5675.
(28 May 2004),
pp.
1299-1301.We
correlate an
overlapping
period of
earthshine
measurements
of Earth's
reflectance
(from 1999
through
mid-2001) with
satellite
observations
of global
cloud
properties to
construct from
the latter a
proxy measure
of Earth's
global
shortwave
reflectance.
This proxy
shows a steady
decrease in
Earth's
reflectance
from 1984 to
2000, with a
strong
climatological
ly significant
drop after
1995. From
2001 to 2003,
only
earthshine
data are
available, and
they indicate
a complete
reversal of
the decline.
Understanding
how the causes
of these
decadal
changes are
apportioned
between
natural
variability,
direct
forcing, and
feedbacks is
fundamental to
confidently
assessing and
predicting
climate
change.
10.1126/scienc
e.1094070E
Palle, PR
Goode, P
Montanes-Rodri
guez, SE
Koonin
Source: Science, Vol. 304, No. 5675. (28 May 2004), pp. 1299-1301. - Shortwave
forcing of the
Earth's
climate:
Modern and
historical
variations in
the Sun's
irradiance and
the Earth's
reflectance: Journal of
Atmospheric
and
Solar-Terrestr
ial Physics,
Vol. 69, No.
13. (September
2007), pp.
1556-1568.Chan
ges in the
Earth's
radiation
budget are
driven by
changes in the
balance
between the
thermal
emission from
the top of the
atmosphere and
the net
sunlight
absorbed. The
shortwave
radiation
entering the
climate system
depends on the
Sun's
irradiance and
the Earth's
reflectance.
Often, studies
replace the
net sunlight
by proxy
measures of
solar
irradiance,
which is an
oversimplifica
tion used in
efforts to
probe the
Sun's role in
past climate
change. With
new
helioseismic
data and new
measures of
the Earth's
reflectance,
we can
usefully
separate and
constrain the
relative roles
of the net
sunlight's two
components,
while probing
the degree of
their linkage.
First, this is
possible
because
helioseismic
data provide
the most
precise
measure ever
of the solar
cycle, which
ultimately
yields more
profound
physical
limits on past
irradiance
variations.
Since
irradiance
variations are
apparently
minimal,
changes in the
Earth's
climate that
seem to be
associated
with changes
in the level
of solar
activityȁ
4;the Maunder
Minimum and
the Little Ice
age for
example—
;would then
seem to be due
to terrestrial
responses to
more subtle
changes in the
Sun's spectrum
of radiative
output. This
leads
naturally to a
linkage with
terrestrial
reflectance,
the second
component of
the net
sunlight, as
the carrier of
the
terrestrial
amplification
of the Sun's
varying
output. Much
progress has
also been made
in determining
this difficult
to measure,
and
not-so-well-kn
own quantity.
We review our
understanding
of these two
closely
linked,
fundamental
drivers of
climate.P
Goode, E Palle
Source: Journal of Atmospheric and Solar-Terrestrial Physics, Vol. 69, No. 13. (September 2007), pp. 1556-1568. - Evaluation of
surface albedo
and snow cover
in AR4 coupled
climate models: Journal of
Geophysical
Research, Vol.
111 (15 August
2006),
D15111.A
Roesch
Source: Journal of Geophysical Research, Vol. 111 (15 August 2006), D15111.
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