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ORCIDMaxim Neumann
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- affiliation: California Institute of Technology, Jet Propulsion Laborator
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Books and Theses
- 2009
[b1]Maxim Neumann:
Télédétection de couverts végétaux par interférométrie SAR polarimétrique multi-bases : modélisation et estimation de paramètres physiques. University of Rennes 1, France, 2009
Journal Articles
- 2017
- [j9]Iftikhar Ali, Brian Barrett
, Fiona Cawkwell, Stuart Green, Edward Dwyer, Maxim Neumann:
Application of Repeat-Pass TerraSAR-X Staring Spotlight Interferometric Coherence to Monitor Pasture Biophysical Parameters: Limitations and Sensitivity Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(7): 3225-3231 (2017) - 2016
- [j8]Duk-jin Kim, Scott Hensley, Sang-Ho Yun, Maxim Neumann:
Detection of Durable and Permanent Changes in Urban Areas Using Multitemporal Polarimetric UAVSAR Data. IEEE Geosci. Remote. Sens. Lett. 13(2): 267-271 (2016) - 2015
- [j7]Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola:
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. Remote. Sens. 7(12): 16398-16421 (2015) - 2014
- [j6]Maxim Neumann, Sassan S. Saatchi:
Polarimetric Backscatter Optimization for Biophysical Parameter Estimation. IEEE Geosci. Remote. Sens. Lett. 11(1): 254-258 (2014) - 2013
- [j5]Chelsea Robinson, Sassan Saatchi, Maxim Neumann, Thomas W. Gillespie:
Impacts of Spatial Variability on Aboveground Biomass Estimation from L-Band Radar in a Temperate Forest. Remote. Sens. 5(3): 1001-1023 (2013) - 2012
- [j4]Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson:
Assessing Performance of L- and P-Band Polarimetric Interferometric SAR Data in Estimating Boreal Forest Above-Ground Biomass. IEEE Trans. Geosci. Remote. Sens. 50(3): 714-726 (2012) - 2010
- [j3]Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber:
Estimation of Forest Structure, Ground, and Canopy Layer Characteristics From Multibaseline Polarimetric Interferometric SAR Data. IEEE Trans. Geosci. Remote. Sens. 48(3-1): 1086-1104 (2010) - 2008
- [j2]Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber:
Multibaseline Polarimetric SAR Interferometry Coherence Optimization. IEEE Geosci. Remote. Sens. Lett. 5(1): 93-97 (2008) - 2007
- [j1]Marc Jäger, Maxim Neumann, Stéphane Guillaso, Andreas Reigber:
A Self-Initializing PolInSAR Classifier Using Interferometric Phase Differences. IEEE Trans. Geosci. Remote. Sens. 45(11-1): 3503-3518 (2007)
Conference and Workshop Papers
- 2024
- [c21]Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann:
PLANTED: A Dataset for Planted Forest Identification from Multi-Satellite Time Series. IGARSS 2024: 7066-7070 - 2022
- [c20]Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby:
Simple Open-Vocabulary Object Detection. ECCV (10) 2022: 728-755 - 2021
- [c19]Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby:
Scaling Vision with Sparse Mixture of Experts. NeurIPS 2021: 8583-8595 - 2020
- [c18]Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua:
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. ECCV (8) 2020: 449-465 - [c17]Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby:
Training General Representations for Remote Sensing Using in-Domain Knowledge. IGARSS 2020: 6730-6733 - 2018
- [c16]Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy:
Progressive Neural Architecture Search. ECCV (1) 2018: 19-35 - 2016
- [c15]Robert N. Treuhaft, Maxim Neumann, Michael Keller, Fábio Guimarães Gonçalves, João Roberto dos Santos:
Biomass change in disturbed, secondary, and primary tropical forests from TanDEM-X. IGARSS 2016: 329-331 - [c14]Marc Simard, Maxim Neumann, Sean Buckley:
Validation of the new SRTM digital elevation model (NASADEM) with ICESAT/GLAS over the United States. IGARSS 2016: 3227-3229 - 2012
- [c13]Maxim Neumann, Sassan S. Saatchi, David B. Clark:
Quantifying spatial and temporal dynamics of tropical forest structure using high resolution airborne lidar. IGARSS 2012: 1664-1667 - [c12]Scott Hensley, Thierry Michel, Maxim Neumann, Marco Lavalle, Ronald Muellerschoen, Bruce Chapman, Cathleen E. Jones, Razi Ahmed, Fabrizio Lombardini, Paul Siqueira:
Some first polarimetric-interferometric multi-baseline and tomographic results at Harvard forest using UAVSAR. IGARSS 2012: 5202-5205 - [c11]Yue Huang, Laurent Ferro-Famil, Maxim Neumann:
Tropical forest structure estimation using polarimetric SAR tomography at P-band. IGARSS 2012: 7593-7596 - 2011
- [c10]Maxim Neumann, Sassan Saatchi, Lars M. H. Ulander, Johan E. S. Fransson:
Parametric and non-parametric forest biomass estimation from PolInSAR data. IGARSS 2011: 420-423 - [c9]Maxim Neumann:
Polarimetric optimization for biophysical parameter estimation. IGARSS 2011: 428-431 - 2009
- [c8]Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber:
Forest Parameter Retrieval using a General Repeat-pass Polarimetric Interferometric Vegetation Model. IGARSS (4) 2009: 137-140 - [c7]Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Andreas Reigber, Eric Pottier:
A Polarimetric Vegetation Model to Retrieve Particle and Orientation Distribution Characteristics. IGARSS (4) 2009: 145-148 - [c6]Laurent Ferro-Famil, Maxim Neumann, Yue Huang:
Multi-baseline POL-inSAR Statistical Techniques for the Characterization of Distributed Media. IGARSS (3) 2009: 971-974 - 2008
- [c5]Laurent Ferro-Famil, Maxim Neumann, Carlos López-Martínez:
Analysis of Natural Scenes using Polarimetric and Interferometric SAR Data Statistics in Particular Configurations. IGARSS (4) 2008: 33-36 - [c4]Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber:
Modeling and Interpretation of the Multitemporal and Multibaseline Polinsar Coherence. IGARSS (2) 2008: 477-480 - [c3]Andreas Reigber, Maxim Neumann, Laurent Ferro-Famil, Marc Jäger, Pau Prats:
Multi-baseline coherence optimisation in partial and compact polarimetric modes. IGARSS (2) 2008: 597-600 - 2007
- [c2]Andreas Reigber, Maxim Neumann, Esra Erten, Marc Jäger, Pau Prats:
Multi-baseline polarimetrically optimised phases and scattering mechanisms for InSAR applications. IGARSS 2007: 2620-2623 - [c1]Maxim Neumann, Laurent Ferro-Famil, Andreas Reigber:
Multibaseline POLInSAR coherence modelling and optimization. IGARSS 2007: 2624-2627
Informal and Other Publications
- 2024
- [i9]Luis Miguel Pazos-Outón, Cristina Nader Vasconcelos, Anton Raichuk, Anurag Arnab, Dan Morris, Maxim Neumann:
Planted: a dataset for planted forest identification from multi-satellite time series. CoRR abs/2406.18554 (2024) - [i8]Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai:
PaliGemma: A versatile 3B VLM for transfer. CoRR abs/2407.07726 (2024) - 2022
- [i7]Matthias Minderer, Alexey A. Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby:
Simple Open-Vocabulary Object Detection with Vision Transformers. CoRR abs/2205.06230 (2022) - 2021
- [i6]Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby:
Scaling Vision with Sparse Mixture of Experts. CoRR abs/2106.05974 (2021) - [i5]Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann N. Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cissé, John Quinn:
Continental-Scale Building Detection from High Resolution Satellite Imagery. CoRR abs/2107.12283 (2021) - 2020
- [i4]Xiaofang Wang, Xuehan Xiong, Maxim Neumann, A. J. Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua:
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification. CoRR abs/2007.12034 (2020) - [i3]Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby:
Training general representations for remote sensing using in-domain knowledge. CoRR abs/2010.00332 (2020) - 2019
- [i2]Xiaohua Zhai, Joan Puigcerver, Alexander Kolesnikov, Pierre Ruyssen, Carlos Riquelme, Mario Lucic, Josip Djolonga, André Susano Pinto, Maxim Neumann, Alexey Dosovitskiy, Lucas Beyer, Olivier Bachem, Michael Tschannen, Marcin Michalski, Olivier Bousquet, Sylvain Gelly, Neil Houlsby:
The Visual Task Adaptation Benchmark. CoRR abs/1910.04867 (2019) - [i1]Maxim Neumann, André Susano Pinto, Xiaohua Zhai, Neil Houlsby:
In-domain representation learning for remote sensing. CoRR abs/1911.06721 (2019)
Coauthor Index
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