HR job title
- Associate Professor
- Contact Info
- 1 979 845 7141
Filippi, Anthony Associate Professor
Positions
- Associate Professor, Geography, College of Arts and Sciences
Remote sensing / imaging spectroscopy, environmental and hydrologic/ocean optics, geographic information system (GIS)-based modeling, machine learning, vegetation mapping, river floodplains, and coastal studies
- Overview
- Publications
- Research
- Teaching
- Works By Students
- Background
- Contact
- Other
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Overview
Publications
selected publications
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academic article
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Ma, A., Filippi, A. M., Wang, Z., & Yin, Z.
(2019).
Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks. Remote Sensing.
11(2), 194-194.
-
Gueneralp, I., Filippi, A. M., & Hales, B.
(2014).
Influence of river channel morphology and bank characteristics on water surface boundary delineation using high-resolution passive remote sensing and template matching. EARTH SURFACE PROCESSES AND LANDFORMS.
39(7), 977-986.
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Filippi, A. M., Gueneralp, I., & Randall, J.
(2014).
Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting. Remote Sensing Letters.
5(5), 432-441.
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Gueneralp, I., Filippi, A. M., & Randall, J.
(2014).
Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling. International Journal of Applied Earth Observation and Geoinformation.
33(1), 119-126.
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Su, H., Liu, H., Wang, L., Filippi, A. M., Heyman, W. D., & Beck, R. A.
(2014).
Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.
52(1), 465-476.
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Filippi, A. M., & Gneralp, . .
(2013).
Influence of shadow removal on image classification in riverine environments. Optics Letters.
38(10), 1676-1678.
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Gueneralp, I., Filippi, A. M., & Hales, B. U.
(2013).
River-flow boundary delineation from digital aerial photography and ancillary images using Support Vector Machines. GIScience and Remote Sensing.
50(1), 1-25.
-
Gueneralp, B., Gueneralp, I., Castillo, C. R., & Filippi, A. M.
(2013).
Land Change in the Mission-Aransas Coastal Region, Texas: Implications for Coastal Vulnerability and Protected Areas. Sustainability.
5(10), 4247-4267.
-
Ku, N., Popescu, S. C., Ansley, R. J., Perotto-Baldivieso, H. L., & Filippi, A. M.
(2012).
Assessment of Available Rangeland Woody Plant Biomass with a Terrestrial Lidar System. Photogrammetric Engineering and Remote Sensing.
78(4), 349-361.
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Filippi, A. M., Bhaduri, B. L., Naughton, T., King, A. L., Scott, S. L., & Gueneralp, I.
(2012).
Hyperspectral Aquatic Radiative Transfer Modeling Using a High-Performance Cluster Computing-Based Approach. GIScience and Remote Sensing.
49(2), 275-298.
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Jepson, W., Brannstrom, C., & Filippi, A.
(2010).
Access Regimes and Regional Land Change in the Brazilian Cerrado, 1972-2002. Annals of the Association of American Geographers.
100(1), 87-111.
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Tullis, J. A., Jensen, J. R., Raber, G. T., & Filippi, A. M.
(2010).
Spatial Scale Management Experiments Using Optical Aerial Imagery and LIDAR Data Synergy. GIScience and Remote Sensing.
47(3), 338-359.
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Filippi, A. M., Archibald, R., Bhaduri, B. L., & Bright, E. A.
(2009).
Hyperspectral agricultural mapping using support vector machine-based endmember extraction (SVM-BEE). Optics Express.
17(26), 23823-23842.
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Filippi, A. M., & Archibald, R.
(2009).
Support Vector Machine-Based Endmember Extraction. IEEE Transactions on Geoscience and Remote Sensing.
47(3), 771-791.
-
Filippi, A. M., & Kubota, T.
(2009).
Conditioning of reflectance signals by linear diffusion for improving narrow-band ratio-based remote-sensing bottom depth retrieval in shallow coastal waters. Journal of Applied Remote Sensing.
3(1), 033539-033539-27-033539.
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Filippi, A. M., Brannstrom, C., Dobreva, I., Cairns, D. M., & Kim, D.
(2009).
Unsupervised Fuzzy ARTMAP Classification of Hyperspectral Hyperion Data for Savanna and Agriculture Discrimination in the Brazilian Cerrado. GIScience and Remote Sensing.
46(1), 1-23.
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Filippi, A. M., & Kubota, T.
(2008).
Introduction of spatial smoothness constraints via linear diffusion for optimization-based hyperspectral coastal ocean remote-sensing inversion. Journal of Geophysical Research (JGR): Oceans.
113(C3),
-
Brannstrom, C., Jepson, W., Filippi, A. M., Redo, D., Xu, Z., & Ganesh, S.
(2008).
Land change in the Brazilian Savanna (Cerrado), 1986-2002: Comparative analysis and implications for land-use policy. Land Use Policy: the international journal covering all aspects of land use.
25(4), 579-595.
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Brannstrom, C., & Filippi, A. M.
(2008).
Remote classification of Cerrado (Savanna) and agricultural land covers in northeastern Brazil. Geocarto International.
23(2), 109-134.
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Filippi, A. M., & Jensen, J. R.
(2007).
Effect of continuum removal on hyperspectral coastal vegetation classification using a fuzzy learning vector quantizer. IEEE Transactions on Geoscience and Remote Sensing.
45(6), 1857-1869.
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Filippi, A. M.
(2007).
Derivative-neural spectroscopy for hyperspectral bathymetric inversion. Professional Geographer.
59(2), 236-255.
-
Filippi, A. M., Carder, K. L., & Davis, C. O.
(2006).
Vicarious calibration of the Ocean PHILLS hyperspectral sensor using a coastal tree-shadow method. Geophysical Research Letters.
33(22),
-
Filippi, A. M., & Jensen, J. R.
(2006).
Fuzzy learning vector quantization for hyperspectral coastal vegetation classification. Remote Sensing of Environment: an interdisciplinary journal.
100(4), 512-530.
-
Ma, A., Filippi, A. M., Wang, Z., & Yin, Z.
(2019).
Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks. Remote Sensing.
11(2), 194-194.
-
chapter
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Brannstrom, C., & Filippi, A. M.
(2012).
Environmental policies for modern agriculture?. Sustainable Development: National Aspirations, Local Implementation.
(pp. 271-291).
-
Filippi, A., Dobreva, I., Klein, A. G., & Jensen, J. R.
(2010).
Self-Organizing Map-based Applications in Remote Sensing. Matsopoulos, G. K. (Eds.),
Self-Organizing Maps.
(pp. 231-248).
IntechOpen.
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Schill, S., Rundquist, D., Filippi, A. M., Kvamme, K., Cothren, J., & Tullis, J.
(2009).
In situ Sensors and Field Methods. Jackson, M. (Eds.),
Manual of Remote Sensing: Earth observing platforms & sensors.
(pp. 321-386).
American Society for Photogrammetry & Remote Sensing.
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Filippi, A. M.
(2008).
Remote Sensing-Based Damage Assessment for Homeland Security. Geojournal Library.
Sui, D. Z. (Eds.),
GEOSPATIAL TECHNOLOGIES AND HOMELAND SECURITY: RESEARCH FRONTIERS AND FUTURE CHALLENGES.
(pp. 125-169).
Springer Nature.
-
Brannstrom, C., & Filippi, A. M.
(2012).
Environmental policies for modern agriculture?. Sustainable Development: National Aspirations, Local Implementation.
(pp. 271-291).
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conference paper
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Hecher, J., Filippi, A., Guneralp, I., & Paulus, G.
(2013).
Extracting River Features from Remotely Sensed Data: An Evaluation of Thematic Correctness. 187-196.
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Tikotekar, A., Valle, G., Naughton, T., Ong, H., Engelmann, C., Scott, S. L., & Filippi, A. M.
(2008).
Effects of virtualization on a scientific application running a hyperspectral radiative transfer code on virtual machines. 16-23.
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Filippi, A. M., Brannstrom, C., Cairns, D. M., & Kim, D.
(2007).
Hyperion and CBERS satellite image classification intercomparison for Cerrado and agricultural mapping. Proceedings of SPIE.
674913-674913-12-674913-12.
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Filippi, A. M., Bhaduri, B. L., Naughton, T. J., King, A. L., & Scott, S. L
(2006).
Hyperspectral aquatic radiative transfer modeling using cluster computing. 365-370.
-
Filippi, A. M., & Mishonov, A.
(2005).
Comparison of optimization-based approaches to imaging spectroscopic inversion in coastal waters. Proceedings of SPIE.
382-393.
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Dongarra, J. J., Meuer, H. W., & Strohmaier, E.
(1996).
Preface. Supercomputer.
4-5.
-
Hecher, J., Filippi, A., Guneralp, I., & Paulus, G.
(2013).
Extracting River Features from Remotely Sensed Data: An Evaluation of Thematic Correctness. 187-196.
Research
co-principal investigator on
Teaching
teaching activities
- GEOG361 Remote Sensing Geos Instructor
- GEOG461 Digital Image Processing Instructor
- GEOG475 Advanced Gis Instructor
- GEOG476 Gis Practicum Instructor
- GEOG484 Internship Instructor
- GEOG485 Directed Studies Instructor
- GEOG491 Research Instructor
- GEOG651 Remote Sensing Geog Anl Instructor
- GEOG661 Dig Image Proc & Analy Instructor
- GEOG665 Gis Modelling Instructor
- GEOG685 Directed Studies Instructor
- GEOG691 Research Instructor
- GEOG691 Research Instructor
- GEOG691 Research: In-ab Instructor
Works By Students
chaired theses and dissertations
-
Arslan, Meryem Damla (2013-11). Oil Spill Detection and Mapping Along the Gulf of Mexico Coastline Based on Imaging Spectrometer Data.
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Dobreva, Iliyana D. (2010-07). Fractional Snow-Cover Mapping Through Artificial Neural Network Analysis of MODIS Surface Reflectance..
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Guenther, Eric Joseph (2017-07). Using Spectral Analysis Techniques to Identify Characteristic Scales in Digital Elevation Models.
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Kobara, Shinichi (2011-02). Regional Analysis of Seafloor Characteristics at Reef Fish Spawning Aggregation Sites in the Caribbean.
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Yi, Hoonchong (2017-05). Spatial and Temporal Changes in Biodiversity and Ecosystem Services Provision in the San Antonio River Basin, Texas, from 1984 to 2010.
Background
education and training
- Ph.D. in Geography, University of South Carolina - (Columbia, South Carolina, United States) 2003
- M.S. in Geography, University of South Carolina - (Columbia, South Carolina, United States) 1998
- B.A. in Geography, Kansas State University - (Manhattan, Kansas, United States) 1995
Contact
first name
- Anthony
has last name
- Filippi
mailing address
-
Texas A&M University
Geography
3147 TAMU
College Station, TX 77843-3147
USA
Other
- filippi@tamu.edu