Image and Signal Processing for Remote Sensing XVIII

Transcript

PROCEEDINGS OF SPIE
Image and Signal Processing
for Remote Sensing XVIII
Lorenzo Bruzzone
Editor
24–26 September 2012
Edinburgh, United Kingdom
Sponsored by
SPIE
Cosponsored by
SELEX GALILEO
THALES
Delivered with the support of
Scottish Development International
Scottish Enterprise
Cooperating Organisations
European Association of Remote Sensing Companies (Belgium) •Remote Sensing and
Photogrammetry Society (United Kingdom) •Scottish Optoelectronics Association (United
Kingdom) •Electronics Sensors and Photonics Knowledge Transfer Network (United Kingdom)
Published by
SPIE
Volume 8537
Proceedings of SPIE 0277-786X, V. 8537
SPIE is an international society advancing an interdisciplinary approach to the science and application of light.
Image and Signal Processing for Remote Sensing XVIII, edited by Lorenzo Bruzzone,
Proc. of SPIE Vol. 8537, 853701 · © 2012 SPIE · CCC code: 0277-786/12/$18
doi: 10.1117/12.2014337
Proc. of SPIE Vol. 8537 853701-1
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ISSN: 0277-786X
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Contents
ix
Conference Committee
xi
Maximizing the use of EO products: how to leverage the potential of open geospatial
service architectures (Plenary Paper) [8538-100]
T. Usländer, Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Germany)
SESSION 1
MULTIRESOLUTION FUSION
8537 03
Color and spatial distortions of pan-sharpening methods in real and synthetic images
[8537-2]
A. Medina, J. Marcello, F. Eugenio, D. Rodríguez, J. Martín, Univ. de Las Palmas de Gran
Canaria (Spain)
8537 04
Advantages of Laplacian pyramids over ''à trous'' wavelet transforms for pansharpening of
multispectral images [8537-3]
B. Aiazzi, Istituto di Fisica Applicata Nello Carrara (Italy); L. Alparone, Istituto di Fisica
Applicata Nello Carrara (Italy) and Univ. of Florence (Italy); S. Baronti, Istituto di Fisica
Applicata Nello Carrara (Italy); A. Garzelli, Istituto di Fisica Applicata Nello Carrara (Italy)
and Univ. of Siena (Italy); M. Selva, Istituto di Fisica Applicata Nello Carrara (Italy)
8537 05
Multiresolution image fusion using compressive sensing and graph cuts [8537-4]
V. Harikumar, M. V. Joshi, M. S. Raval, P. P. Gajjar, Dhirubhai Ambani Institute of Information
and Communication Technology (India)
SESSION 2
TECHNIQUES FOR DATA PRE-PROCESSING
8537 06
Multitemporal evaluation of topographic correction algorithms using synthetic images
[8537-5]
I. Sola, M. González de Audícana, J. Álvarez-Mozos, J. L. Torres, Univ. Pública de Navarra
(Spain)
8537 07
An automated method for relative radiometric correction performed through spectral
library based classification and comparison [8537-6]
C. D'Elia, S. Ruscino, Univ. of Cassino and Southern Lazio (Italy)
8537 08
A linear approach for radiometric calibration of full-waveform Lidar data [8537-7]
A. Roncat, N. Pfeifer, Technische Univ. Wien (Austria); C. Briese, Technische Univ. Wien
(Austria) and Ludwig Boltzmann Institut for Archaeological Prospecting and Virtual
Archaeology (Austria)
8537 09
Spectral discrimination based on the optimal informative parts of the spectrum [8537-8]
S. E. Hosseini Aria, M. Menenti, B. Gorte, Technische Univ. Delft (Netherlands)
iii
8537 0A
SESSION 3
A stripe noise removal method of interference hyperspectral imagery based on
interferogram correction [8537-9]
C. Li, C. Zhou, L. Ma, L. Tang, X. Wang, The Academy of Opto-Electronics (China)
IMAGE SEGMENTATION
8537 0B
Active contours with edges: combining hyperspectral and grayscale segmentation
[8537-10]
A. Chen, The Univ. of North Carolina at Chapel Hill (United States)
8537 0D
Automatic segmentation of textures on a database of remote-sensing images and
classification by neural network [8537-12]
P. Durand, L. Jaupi, D. Ghorbanzdeh, Conservatoire National des Arts et Métiers (France)
8537 0E
Improved boundary tracking by off-boundary detection [8537-13]
8537 0F
Extending the fractional order Darwinian particle swarm optimization to segmentation of
hyperspectral images [8537-14]
P. Ghamisi, Univ. of Iceland (Iceland); M. S. Couceiro, Univ. de Coimbra (Portugal);
J. A. Benediktsson, The Univ. of Iceland (Iceland)
SESSION 4
TARGET DETECTION AND SPECTRAL UNMIXING
8537 0G
Target attribute-based false alarm rejection in small infrared target detection [8537-15]
S. Kim, Yeungnam Univ. (Korea, Republic of)
8537 0H
Computationally efficient strategies to perform anomaly detection in hyperspectral images
[8537-17]
A. Rossi, Univ. di Pisa (Italy); N. Acito, Accademia Navale di Livorno (Italy); M. Diani,
G. Corsini, Univ. di Pisa (Italy)
8537 0I
Concentration measurements of complex mixtures of broadband absorbers by widely
tunable optical parametric oscillator laser spectroscopy [8537-18]
K. Ruxton, M Squared Lasers Ltd. (United Kingdom); N. A. Macleod, D. Weidmann,
Rutherford Appleton Lab. (United Kingdom); G. P. A. Malcolm, G. T. Maker, M Squared
Lasers Ltd. (United Kingdom)
8537 0J
A regularization based method for spectral unmixing of imaging spectrometer data
[8537-19]
J. S. Bhatt, M. V. Joshi, M. S. Raval, Dhirubhai Ambani Institute of Information and
Communication Technology (India)
SESSION 5
8537 0L
CLASSIFICATION, OBJECT DETECTION AND REGRESSION
A novel active learning method for support vector regression to estimate biophysical
parameters from remotely sensed images [8537-21]
B. Demir, L. Bruzzone, Univ. degli Studi di Trento (Italy)
iv
8537 0M
Reduction of training costs using active classification in fused hyperspectral and LiDAR
data [8537-22]
S. Wuttke, H. Schilling, W. Middelmann, Fraunhofer-Institut für Optronik, Systemtechnik und
Bildauswertung (Germany)
8537 0N
Detection of built-up area expansion in ASTER and SAR images using conditional random
fields [8537-23]
B. K. Kenduiywo, Jomo Kenyatta Univ. of Agriculture and Technology (Kenya);
V. A. Tolpekin, A. Stein, Univ. Twente (Netherlands)
8537 0O
A new approach to automatic road extraction from satellite images using boosted
classifiers [8537-24]
U. Çinar, E. Karaman, E. Gedik, Y. Yardımcı, U. Halıcı, Middle East Technical Univ. (Turkey)
SESSION 6
IMAGE REGISTRATION AND ANALYSIS OF TEMPORAL DATA
8537 0P
Automatic registration of multimodal views on large aerial images [8537-25]
F. Uccheddu, Univ. degli Studi di Firenze (Italy); A. Pelagotti, Istituto Nazionale di Ottica
(Italy); P. Ferrara, Univ. degli Studi di Firenze (Italy) and Istituto Nazionale di Ottica (Italy)
8537 0Q
Unsupervised mis-registration noise estimation in multi-temporal hyperspectral images
[8537-26]
S. Resta, Univ. di Pisa (Italy); N. Acito, Accademia Navale di Livorno (Italy); M. Diani,
G. Corsini, Univ. di Pisa (Italy)
8537 0R
Short-term change detection for UAV video [8537-27]
G. Saur, W. Krüger, Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung
(Germany)
SESSION 7
3D PROCESSING AND DEM EXTRACTION
8537 0T
A rooftop extraction method using color feature, height map information and road
information [8537-30]
Y. Xiang, Y. Sun, C. Li, National Univ. of Singapore (Singapore)
8537 0U
Integration of photogrammetric DSM and advanced image analysis for the classification of
urban areas [8537-31]
M. Dalla Mura, GIPSA-Lab (France); F. Nex, F. Remondino, M. Zanin, Fondazione Bruno
Kessler (Italy)
8537 0V
Performance evaluation of DTM area-based matching reconstruction of Moon and Mars
[8537-33]
C. Re, Univ. degli Studi di Padova (Italy); G. Cremonese, INAF - Astronomical Observatory
Padova (Italy); E. Dall'Asta, G. Forlani, Univ. degli Studi di Parma (Italy); G. Naletto, Univ.
degli Studi di Padova (Italy); R. Roncella, Univ. degli Studi di Parma (Italy)
v
8537 0W
Automatic generation of digital terrain models from LiDAR and hyperspectral data using
Bayesian networks [8537-34]
D. Perpeet, W. Gross, W. Middelmann, Fraunhofer-Institut für Optronik, Systemtechnik und
SAR DATA ANALYSIS I: JOINT SESSION WITH CONFERENCES 8536 AND 8537
8537 0X
Classification of polarimetric SAR data using dictionary learning [8537-35]
J. S. Vestergaard, A. L. Dahl, R. Larsen, A. A. Nielsen, Technical Univ. of Denmark (Denmark)
8537 0Y
A novel approach to building change detection in very high resolution SAR images
[8537-36]
F. Bovolo, C. Marin, L. Bruzzone, Univ. degli Studi di Trento (Italy)
8537 0Z
Blind whitening of correlated speckle to enforce despeckling of single-look high-resolution
SAR images [8537-37]
A. Lapini, T. Bianchi, F. Argenti, L. Alparone, Univ. degli Studi di Firenze (Italy)
SAR DATA ANALYSIS II: JOINT SESSION WITH CONFERENCES 8536 AND 8537
8537 10
Maritime surveillance with synthetic aperture radar (SAR) and automatic identification
system (AIS) onboard a microsatellite constellation [8537-38]
E. H. Peterson, R. E. Zee, Univ. of Toronto (Canada); G. Fotopoulos, The Univ. of Texas at
Dallas (United States)
8537 11
GLRT-entropy joint location of low-RCS target in heavy sea clutter [8537-39]
J. Wang, X. Xu, BeiHang Univ. (China)
POSTER SESSION
8537 12
Detection of hedges based on attribute filters [8537-40]
G. Cavallaro, Univ. degli Studi di Trento (Italy) and Univ. of Iceland (Iceland); B. Arbelot,
Univ. of Iceland (Iceland) and GIPSA-lab (France); M. Fauvel, DYNAFOR Lab., INRA
(France) and Univ. of Toulouse (France); M. Dalla Mura, GIPSA-Lab (France);
J. A. Benediktsson, The Univ. of Iceland (Iceland); L. Bruzzone, Univ. degli Studi di Trento
(Italy); J. Chanussot, GIPSA-Lab. (France); D. Sheeren, DYNAFOR Lab., INRA (France) and
Univ. of Toulouse (France)
8537 13
A FPGA-based automatic bridge over water recognition in high-resolution satellite images
[8537-42]
S. Beulig, M. von Schönermark, F. Huber, Deutsches Zentrum für Luft- und Raumfahrt e.V.
(Germany)
vi
8537 14
Web-based data acquisition and management system for GOSAT validation Lidar data
analysis [8537-43]
H. Okumura, S. Takubo, T. Kawasaki, I. N. Abdullah, Saga Univ. (Japan); O. Uchino,
I. Morino, T. Yokota, National Institute for Environmental Studies (Japan); T. Nagai, T. Sakai,
T. Maki, Meteorological Research Institute (Japan); K. Arai, Saga Univ. (Japan)
8537 18
A new coastline extraction in remote sensing images [8537-47]
K. Xing, Beijing Institute of Space Mechanics and Electricity (China); Y. Fu, Harbin Institute of
Technology (China); F. Zhou, Beijing Institute of Space Mechanics and Electricity (China)
8537 19
De-striping algorithm in ALOS satellite imagery based on adaptive frequency filter
[8537-48]
Y. Cao, Ctr. for Earth Observation and Digital Earth (China) and Graduate Univ. of Chinese
Academy of Sciences (China); D. Yan, G. Wang, Ctr. for Earth Observation and Digital
Earth (China); S. You, China Land Surveying and Planning Institute (China)
8537 1A
Segmentation of vegetation scenes: the SIEMS method [8537-49]
A. Alakian, ONERA (France)
8537 1C
Junction extraction on road masks by pruned skeletons [8537-51]
U. Çinar, E. Karaman, E. Gedik, U. Halıcı, Y. Yardımcı, Middle East Technical Univ. (Turkey)
8537 1F
The study of optical fiber communication technology for space optical remote sensing
[8537-54]
J. Zheng, S. Yu, X. Zhang, R. Zhang, J. Ma, Beijing Institute of Space Mechanics and
Electricity (China)
8537 1G
Elastic band-to-band registration for airborne multispectral scanners with large field of view
[8537-55]
F. Li, C. Li, L. Tang, The Academy of Opto-Electronics (China); Y. Guo, Commonwealth
Scientific and Industrial Research Organisation (Australia)
8537 1H
Remote sensing image classification by mean shift and colour quantization [8537-56]
H. Taud, Instituto Politécnico Nacional (Mexico); S. Couturier, J. J. Carrillo-Rivera, Univ.
Nacional Autónoma de México (Mexico)
8537 1I
Object-based image analysis and data mining for building ontology of informal urban
settlements [8537-57]
D. Khelifa, Ctr. National des Techniques Spatiales (Algeria) and Univ. of Sidi Bel Abbes
(Algeria); M. Mimoun, Univ. of Sidi Bel Abbes (Algeria)
8537 1J
A parametric statistical model over spectral space for the unmixing of imaging
spectrometer data [8537-58]
J. S. Bhatt, M. V. Joshi, M. S. Raval, Dhirubhai Ambani Institute of Information and
Communication Technology (India)
8537 1K
The inpainting of hyperspectral images: a survey and adaptation to hyperspectral data
[8537-59]
vii
8537 1L
Unsupervised classification of hyperspectral images using an adaptive vector tunnel
classifier [8537-61]
S. Demirci, Turkish Air Force Academy (Turkey); I. Erer, Istanbul Technical Univ. (Turkey)
8537 1N
A quaternion-based method for satellite images pan-sharpening [8537-65]
C. Serief, H. Mahi, Ctr. National des Techniques Spatiales (Algeria)
8537 1O
Hierarchical watershed segmentation based on gradient image simplification [8537-66]
F. Cokelaer, M. Dalla Mura, J. Chanussot, GIPSA-lab (France)
Author Index
viii
Conference Committee
Symposium Chair
Karin Stein, Fraunhofer-Institut für Optronik, Systemtechnik und
Symposium Cochair
Charles R. Bostater Jr., Florida Institute of Technology (United States)
Conference Chair
Lorenzo Bruzzone, Università degli Studi di Trento (Italy)
Conference CoChairs
Jón Atli Benediktsson, University of Iceland (Iceland)
Sebastiano Bruno Serpico, Università degli Studi di Genova (Italy)
Conference Program Committee
Selim Aksoy, Bilkent University (Turkey)
Luciano Alparone, Università degli Studi di Firenze (Italy)
José M. Bioucas-Dias, Universidade Técnica de Lisboa (Portugal)
Francesca Bovolo, Università degli Studi di Trento (Italy)
Gustavo Camps-Valls, Universitat de València (Spain)
Jocelyn Chanussot, Laboratoire des Images et des Signaux (France)
Chi-Hau Chen, University of Massachusetts Dartmouth (United States)
Melba M. Crawford, Purdue University (United States)
Fabio Dell'Acqua, Università degli Studi di Pavia (Italy)
Peijun Du, Nanjing University (China)
Giles M. Foody, The University of Nottingham (United Kingdom)
Andrea Garzelli, Università degli Studi di Siena (Italy)
Jordi Inglada, Centre d'Etudes Spatiales de la Biosphère (France)
Gabriele Moser, Università degli Studi di Genova (Italy)
Allan A. Nielsen, Technical University of Denmark (Denmark)
Ryuei Nishii, Kyushu University (Japan)
Antonio J. Plaza, Universidad de Extremadura (Spain)
John A. Richards, The Australian National University (Australia)
Josiane B. Zerubia, INRIA Sophia Antipolis - Méditerranée (France)
ix
Session Chairs
1
Multiresolution Fusion
2
Techniques for Data Pre-Processing
Andrea Garzelli, Università degli Studi di Siena (Italy)
3
Image Segmentation
4
Target Detection and Spectral Unmixing
5
Classification, Object Detection and Regression
Allan A. Nielsen, Technical University of Denmark (Denmark)
6
Image Registration and Analysis of Temporal Data
Francesca Bovolo, Università degli Studi di Trento (Italy)
7
3D Processing and DEM Extraction
SAR Data Analysis I: Joint Session with Conferences 8536 and 8537
SAR Data Analysis II: Joint Session with Conferences 8536 and 8537
Claudia Notarnicola, EURAC research (Italy)
x
Proc. of SPIE Vol. 8537 853701-10

Image and Signal Processing for Remote Sensing XVIII

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