Conference papers

2015

60 – Effects of compression on classification performance and discriminant information preservation in remotely sensed data
Chulhee Lee, Sungwook Youn, Jeoung Yeol Baek, Joan Serra-Sagristà
SPIE Satellite Data Compression, Communications, and Processing XI, April 2015, Baltimore, USA.

59 – Rate Control for Lossless Region of Interest Coding in HEVC Intra-Coding with Applications to Digital Pathology Images
Victor Sanchez, Francesc Auli-Llinas, Rahul Vanam, and Joan Bartrina-Rapesta
in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 2015, in Press.

58 – Strategy of Microscopic Parallelism for Bitplane Image Coding
F. Auli-Llinas, P. Enfedaque, J. C. Moure, I. Blanes, and V. Sanchez
in Proc. IEEE Data Compression Conference, Apr. 2015, in Press.

57 – Measuring the Spatial and Spectral Performance of WorldView-3
Nathan Longbotham, Fabio Pacifici, Seth Malitz, Bill Baugh, Gustau Camps-Valls
Hyperspectral Imaging and Sounding of the Environment (HISE)
01 – 04 March 2015, Lake Arrowhead, California, USA

56 – Advanced dimensionality reduction and active learning for imaging spectroscopy statistical retrieval
J. Verrelst, J.P. Rivera, S. Dethier, J. Muñoz, G. Camps-Valls, J. Moreno
9th EARSeL SIG Imaging Spectroscopy workshop
14-16 April 2015, Trier University, Germany

55 – Replacing radiative transfer models by surrogate approximations through machine learning
Jochem Verrelst, Juan Pablo Rivera, Jose Gómez-Dans, Gustau Camps-Valls and Jose Moreno
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015)
26-31 July, 2015, Milan, Italy

54 – Development of an Earth Observation processing chain for crop biophysical parameters at local scale
M. Campos-Taberner, F.J. García-Haro, A. Moreno, M.A. Gilabert, B. Martínez, S. Sánchez-Ruiz, G. Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015)
26-31 July, 2015, Milan, Italy

53 – Measuring the Spatial and Spectral Performance of WorldView-3.
N. Longbotham, Fabio Pacifici, Seth Malitz, Bill Baugh, G. Camps-Valls.
Hyperspectral Imaging and Sounding of the Environment (HISE). 01 – 04 March 2015, Lake Arrowhead, California, USA.

52 – Geometrical and Statistical Properties of Vision Models obtained via MAximum Differentation,
J. Malo and E. Simoncelli.
Invited talk at SPIE Human Vision and Electronic Imaging 15′, San Francisco, USA. February 2015

51 – Visual Illusions: Sometimes it is better not to see the truth!
J. Malo.
Plenary talk at IAPR IbPRIA 2015, Santiago de Compostela, Spain, June 2015.

50 – Advanced dimensionality reduction and active learning for imaging spectroscopy statistical
retrieval.

J. Verrelst, J.P. Rivera, S. Dethier, J. Muñoz, G. Camps-Valls, J. Moreno.
9th EARSeL SIG Imaging Spectroscopy workshop. 14-16 April 2015, Trier University, Germany.

49 – Replacing radiative transfer models by surrogate approximations through machine learning.
J. Verrelst, J.P. Rivera, J. Gómez-Dans, G. Camps-Valls and J. Moreno.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

48 – Development of an Earth Observation processing chain for crop biophysical parameters at local
scale.

M. Campos-Taberner, F.J. García-Haro, A. Moreno, M.A. Gilabert, B. Martínez, S. SánchezRuiz, G. Camps-Valls.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

47 – Ranking drivers of global carbon and energy fluxes over land.
G. Camps-Valls, M. Jung, K. Ichii, D. Papale, G. Tramontana, P. Bodesheim,C. Schwalm, J. Zscheischler, M. Mahecha, and M. Reichstein.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

46 – Sensitivity analysis of Gaussian processes for oceanic chlorophyll prediction.
K. Blix, R. Jenssen and G. Camps-Valls.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

45 – Large-scale random features kernel regression.
V. Laparra, D. M. Gonzalez, D. Tuia and G. Camps-Valls.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

44 – Operational cloud detection in Sentinel-2 image time series.
L. Gomez-Chova, J. Amorós-Lopez, A. Ruiz-Verdú, J. Munoz-Marí, and G. Camps-Valls.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

43 – Weakly supervised alignment of multisensor images.
D.M. Gonzalez, G. Camps-Valls, D. Tuia.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy.

42 – Biophysical parameter retrieval with warped Gaussian processes.
J. Munoz-Marí, J. Verrelst, M. Lazaro-Gredilla and G. Camps-Valls.
IEEE International Geoscience and Remote Sensing Symposium 2015 (IGARSS 2015). 26-31 July, 2015, Milan, Italy

 

2014

41 – Proposal for IASI onboard data compression
Joaquin Garcia-Sobrino, Ian Blanes, Mathieu Albinet, Roberto Camarero, Joan Serra-Sagristà
4th International Workshop on On-Board Payload Data Compression (OBPDC), October 2014. ISBN: 978-90-815839-7-8.

40 – Impact of near-lossless compression of IASI L1C data on statistical retrieval of atmospheric profiles
Joaquin Garcia-Sobrino, Ian Blanes, Valero Laparra, Gustau Camps-Valls, Joan Serra-Sagristà
4th International Workshop on On-Board Payload Data Compression (OBPDC), October 2014. ISBN: 978-90-815839-7-8.

39 – On the Hardware Complexity of the Arithmetic Elements of the Pairwise Orthogonal Transform
Lucana Santos, Ian Blanes, Aday Garcia, Joan Serra-Sagristà, Jose Lopez, Roberto Sarmiento
4th International Workshop on On-Board Payload Data Compression (OBPDC), October 2014. ISBN: 978-90-815839-7-8.

38 – Lossless coding of hyperspectral images with Principal Polynomial Analysis
Naoufal Amrani, Valero Laparra, Gustavo Camps-Valls, Joan Serra-Sagristà and Jesus Malo
in Proc. IEEE International Conference on Image Processing, October 2014. Digital Object Identifier 10.1109/ICIP.2014.7025817.

37 – HEVC-based Lossless Compression of Whole Slide Pathology Images
Victor Sanchez, Francesc Auli-Llinas, Joan Bartrina-Rapesta and Joan Serra-Sagristà
in Proc. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec. 2014, pp. 297-301. Digital Object Identifier 10.1109/GlobalSIP.2014.7032126.

36 – Highly efficient, low complexity arithmetic coder for JPEG2000
F. Auli-Llinas
in Proc. IEEE International Conference on Image Processing, pp. 5601-5605, Oct. 2014. Digital Object Identifier 10.1109/ICIP.2014.7026133.

35 – Evaluation of context models to code wavelet-transformed hyperspectral images
F. Auli-Llinas, P. Enfedaque, J. Serra-Sagristà, and V. Sanchez
in Proc. IEEE International Conference on Image Processing, pp. 4827-4831, Oct. 2014. Digital Object Identifier 10.1109/ICIP.2014.7025978.

34 – Lossless Compression of Medical Images based on HEVC Intra Coding
Victor Sanchez and Joan Bartrina-Rapesta
in Proc. IEEE International Conference on Acustics, Speech and Signal Processing, May 2014. Digital Object Identifier 10.1109/ICASSP.2014.6854881.

33 – Compression limits of wavelet-based image coding
F. Auli-Llinas, J. Serra-Sagristà, and V. Sanchez
in Proc. IEEE Data Compression Conference, Mar. 2014, pp. 397-397. Digital Object Identifier 10.1109/DCC.2014.44.

32 – Cell-based 2-step scalar deadzone quantization for JPEG2000
J. Bartrina-Rapesta, F. Auli-Llinas, I. Blanes, and J. Serra-Sagristà
in Proc. IEEE Data Compression Conference, Mar. 2014, pp 143-152. Digital Object Identifier 10.1109/DCC.2014.51.

31 – Improvements to HEVC intra coding for lossless medical image compression
V. Sanchez, F. Auli-Llinas, J. Bartrina-Rapesta, and J. Serra-Sagristà
in Proc. IEEE Data Compression Conference, Mar. 2014, pp 423-423. Digital Object Identifier 10.1109/DCC.2014.76.

30 – Computational Visual Neuroscience: New Perspectives from Statistical Learning.
J. Malo.
Plenary talk at IEEE Intercon 14. Arequipa, Perú. August 2014.

29 – Unsupervised Alignment of Image Manifolds with Centrality Measures.
D. Tuia, M. Volpi and G. Camps-Valls,
22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 2014.

28 – Unsupervised Deep Feature Extraction of Hyperspectral Images.
A. Romero, C. Gatta, and G. Camps-Valls,
IEEE Workshop on Hyperspectral Image and Signal Processing, Whispers 2014, 24-27 June, 2014, Lausanne, Switzerland 2014.

27 – Spectral adaptation of hyperspectral flight lines using VHR contextual information.
J.P. Jacobs, G. Thoonen, D. Tuia, G. Camps-Valls, P. Kempeneers and P. Scheunders,
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Québec City, July 13-18th, 2014.

26 – Dimensionality Reduction via Regression on Hyperspectral Infrared Sounding Data.
V. Laparra, Jesús Malo, and G. Camps-Valls,
IEEE Workshop on Hyperspectral Image and Signal Processing,
Whispers 2014, 24-27 June, 2014, Lausanne, Switzerland 2014.

25 – A family of kernel anomaly change detectors
N. Longbotham G. Camps-Valls,
IEEE Workshop on Hyperspectral Image and Signal Processing, Whispers 2014, 24-27 June, 2014, Lausanne, Switzerland 2014.

24 – Assessment of Worldview-3 information content.
N. Longbotham, F. Pacifici, B. Baugh G. CampsValls,
IEEE Workshop on Hyperspectral Image and Signal Processing, Whispers 2014, 24-27 June,
2014, Lausanne, Switzerland 2014. Best paper award.

23 – Sentinel-2 image time series: Cloud detection in the Cloud.
L. Gómez-Chova, J. Amorós-López, A. Ruiz-Verdú, E. Izquierdo, J. Muñoz-Marí and G. Camps-Valls, SENTINEL-2 for Science Workshop
2014, ESA-ESRIN, Frascati, Italy, on the 20th, 21st and 22nd May 2014.

22 – Cloud masking of multitemporal remote sensing images.
L. Gómez-Chova, J. Amorós-López, J.Muñoz-Marí, G. Camps-Valls,
Proc. SPIE 9244, Image and Signal Processing for Remote Sensing
XX, 924411. Amsterdam, The Netherlands, October 23, 2014

21 – FLUXCOM, towards an ensemble of improved global data-driven products: cross-validation at site level and global scale.
Gianluca Tramontana, Martin Jung, Kazuhito Ichii, Anthony Bloom, Gustau Camps-Valls, Christopher Schwalm, Markus Reichstein, Dario Papale.
Global change research symposium 2014. Human and Ecosystem Response to Global Change: Evidence and Application.
September 16-18, 2014 | Ostuni, Brindisi – Italy

20 – An ensemble of global high-resolution products of energy fluxes over land.
Martin Jung, Kazuhito Ichii, G. Camps-Valls, Dario Papale, Gianluca Tramontana, Sven Sickert, Christopher Schwalm, Markus Reichstein.
7th International Scientific Conference on the Global Water and Energy Cycle,
GEWEX 2014. The Hague, the Netherlands, 14-17 July 2014.

19 – Advanced retrieval methods for leaf chlorophyll content in support of global mapping of vegetation fluorescence.
J. Verrelst, J. P. Rivera, J. Muñoz, L. Alonso, G. Camps-Valls, J. Moreno,
GV2M (Global Vegetation Monitoring and Modelling), February 3-7 2014, Avignon, France.

18 – Advances in Non-linear Retrievals for IASI and MTG-IRS Hyperspectral Infrared Sounders.
G. Camps-Valls, V. Laparra, J. Muñoz, L. Gómez, X. Calbet, T. Hultberg, T. August, EUMETSAT
Meteorological Satellite Conference, EUMETSAT 2014. Geneva, Switzerland, 22 – 26 September
2014.

17 – Prediction of black carbon concentration in an urban site via advanced regression.
C. Marcos, S. Segura, G. Camps-Valls, P. Utrillas, A. Martínez-Lozano.
Iberian Meeting on Aerosol Science and Technology, RICTA 2014. Tarragona, Catalunya, Spain, July 7-9, 2014.

16 – Maximum Likelihood Extension for Non-Circulant Deconvolution.
J. Portilla,
IEEE International Conference on Image Processing, ICIP 2014, Paris, France, 27-30 Oct 2014.

2013

15 – Diagnostically Lossless compression of X-ray angiography images based on automatic segmentation using ray-casting and α-shapes
Zhongwei Xu, Joan Bartrina-Rapesta, Victor Sanchez, Joan Serra-Sagristà, and Juan Muñoz-Gómez
in Proc. IEEE International Conference on Image Processing, 2013. Digital Object Identifier 10.1109/ICIP.2013.6738152.

14 – A distortion metric for DNA microarray images
Miguel Hernández-Cabronero, Victor Sanchez, Michael W. Marcellin and Joan Serra-Sagristà,
in Proc. IEEE Data Compression Conference, Mar. 2013. Digital Object Identifier 10.1109/DCC.2013.26.

13 – Low complexity embedded quantization scheme compatible with bitplane image coding
F. Auli-Llinas
in Proc. IEEE Data Compression Conference, Mar. 2013, pp. 271-280. Digital Object Identifier 10.1109/DCC.2013.35.

12 – Computed Tomography Image Coding through Air Filtering in the Wavelet Domain
Juan Muñoz-Gómez, Joan Bartrina-Rapesta, Francesc Auli-Llinas and Joan Serra-Sagristà
in Proc. IEEE Data Compression Conference, Mar. 2013. Digital Object Identifier 10.1109/DCC.2013.92.

11 – Diagnostically Lossless Compression of X-ray Angiographic Images through Background Suppression
Zhongwei Xu, Joan Bartrina-Rapesta, Victor Sanchez, Joan Serra-Sagristà, and Juan Muñoz-Gómez
in Proc. IEEE Data Compression Conference, Mar. 2013 Digital Object Identifier 10.1109/DCC.2013.108.

10 – Visually Lossless JPEG 2000 Decoder
L. Jimenez-Rodriguez, F. Auli-Llinas, M.W. Marcellin, and J. Serra-Sagristà,
in Proc. IEEE Data Compression Conference, Mar. 2013, pp. 161-170. Digital Object Identifier 10.1109/DCC.2013.25.

9 – Graph Matching for Adaptation in Remote Sensing
Devis Tuia, Jordi Muñoz-Marí, Luis Gómez-Chova and Jesús Malo
IEEE Transactions on Geoscience and Remote Sensing, Volume 51, Issue 1, Jan 2013, Pages 329 -341

8 – Chromatic induction and contrast masking: similar models, different goals?
S. Jiménez, X. Otazu, V. Laparra & J. Malo
HVIE: Human Vision and Electronic Imaging XVIII, 2013

7 – Visual discrimination and adaptation using non-linear unsupervised learning
S. Jiménez, V. Laparra & J. Malo
HVIE: Human Vision and Electronic Imaging XVIII, 2013

6 – Kernel Structural Similarity on Hyperspectral Images
Vicent Talens, Valero Laparra, Jesús Malo and Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013.

5 – Advances in synergy of AATSR-MERIS sensors for cloud detection
Luis Gómez-Chova, Jordi Muñoz-Marí, Julia Amorós-López, Emma Izquierdo, Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013.

4 – Kernel Change Discriminant Analysis for Multitemporal Cloud Masking
Luis Gómez-Chova, Emma Izquierdo-Verdiguier, Julia Amorós-López, Gustavo Camps-Valls
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013.

3 – Domain adaptation with Hidden Markov Random Fields
Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Birgen Haest, Gustavo Camps-Valls and Paul Scheunders
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013.

2 – Multisensor Change Detection with Nonlinear Canonical Correlation
Michele Volpi, Frank de Morsier, Gustavo Camps-Valls, Mikhail Kanevski, Devis Tuia
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013.

1 – Multiset Kernel CCA for Multitemporal Image Classification
Jordi Muñoz-Marí, Luis Gómez-Chova, Julia Amorós, Emma Izquierdo, Gustavo Camps-Valls
7th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2013.

Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s