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1

Adaptive sampling applied to blast-hole drilling in surface mining

Ahsan, Nasir, Scheding, Steven, Monteiro, Sildomar T., Leung, Raymond, McHugh, Charles, Robinson, Danielle

Journal:

International Journal of Rock Mechanics and Mining Sciences

Year:

2015

Language:

english

File:

PDF, 1.26 MB

english, 2015

2

Mapping the distribution of ferric iron minerals on a vertical mine face using derivative analysis of hyperspectral imagery (430–970nm)

Murphy, Richard J., Monteiro, Sildomar T.

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Year:

2013

Language:

english

File:

PDF, 1.28 MB

english, 2013

3

[IEEE 2013 International Conference on Radar - Adelaide, Australia (2013.09.9-2013.09.12)] 2013 International Conference on Radar - W-band maritime target classification using high resolution range profiles

Jasinski, Tomasz, Antipov, Irina, Monteiro, Sildomar T., Brooker, Graham

Year:

2013

Language:

english

File:

PDF, 755 KB

english, 2013

4

[IEEE 2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Grenoble, France (2009.09.1-2009.09.4)] 2009 IEEE International Workshop on Machine Learning for Signal Processing - Applying boosting for hyperspectral classification of ore-bearing rocks

Monteiro, Sildomar T., Murphy, Richard J., Ramos, Fabio, Nieto, Juan

Year:

2009

Language:

english

File:

PDF, 4.16 MB

english, 2009

5

[IEEE Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007) - Rio de Janeiro, Brazil (2007.10.20-2007.10.24)] Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007) - Applying Particle Swarm Intelligence for Feature Selection of Spectral Imagery

Monteiro, Sildomar Takashi, Kosugi, Yukio

Year:

2007

Language:

english

File:

PDF, 332 KB

english, 2007

6

[IEEE 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Fort Worth, TX (2017.7.23-2017.7.28)] 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Semantic segmentation of remote sensing data using Gaussian processes and higher-order CRFS

Liu, Yansong, Piramanayagam, Sankaranarayanan, Monteiro, Sildomar T., Saber, Eli

Year:

2017

Language:

english

File:

PDF, 222 KB

english, 2017

7

Consistency of Measurements of Wavelength Position From Hyperspectral Imagery: Use of the Ferric Iron Crystal Field Absorption at $\sim$900 nm as an Indicator of Mineralogy

Murphy, Richard J., Schneider, Sven, Monteiro, Sildomar T.

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 1.92 MB

english, 2014

8

[IEEE 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Gainesville, FL, USA (2013.6.26-2013.6.28)] 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Submodular volume simplex analysis: A greedy algorithm for hyperspectral unmixng

Lee, Seong H., Monteiro, Sildomar T., Scheding, Steven J.

Year:

2013

Language:

english

File:

PDF, 90 KB

english, 2013

9

Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth

Gewali, Utsav B., Monteiro, Sildomar T., Saber, Eli

Journal:

Year:

2019

Language:

english

File:

PDF, 1.17 MB

english, 2019

10

[IEEE 2016 IEEE International Conference on Image Processing (ICIP) - Phoenix, AZ, USA (2016.9.25-2016.9.28)] 2016 IEEE International Conference on Image Processing (ICIP) - A novel covariance function for predicting vegetation biochemistry from hyperspectral imagery with Gaussian processes

Gewali, Utsav B., Monteiro, Sildomar T.

Year:

2016

Language:

english

File:

PDF, 344 KB

english, 2016

11

Optimization of Infrared Spectral Manipulation for Surgical Visual Aid

Monteiro, Sildomar Takahashi, Uto, Kuniaki, Kosugi, Yukio, Kobayashi, Nobuyuki, Watanabe, Eiju

Journal:

Journal of Japan Society of Computer Aided Surgery

Year:

2006

Language:

english

File:

PDF, 1.17 MB

english, 2006

12

Spectral Super-Resolution with Optimized Bands

Gewali, Utsav B., Monteiro, Sildomar T., Saber, Eli

Journal:

Year:

2019

Language:

english

File:

PDF, 34.54 MB

english, 2019

13

[IEEE 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2013) - Tokyo (2013.11.3-2013.11.7)] 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems - Evaluating techniques for learning a feedback controller for low-cost manipulators

Cliff, Oliver M., Sildomar, T., Monteiro,

Year:

2013

Language:

english

File:

PDF, 226 KB

english, 2013

14

[IEEE 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) - Anaheim, CA, USA (2016.12.18-2016.12.20)] 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) - Gaussian Processes for Object Detection in High Resolution Remote Sensing Images

Liang, Yilong, Monteiro, Sildomar T., Saber, Eli S.

Year:

2016

Language:

english

File:

PDF, 654 KB

english, 2016

15

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Francisco, California, United States (Sunday 8 February 2015)] Image Processing: Machine Vision Applications VIII - Classification of hyperspectral images based on conditional random fields

Lam, Edmund Y., Niel, Kurt S., Hu, Yang, Saber, Eli, Monteiro, Sildomar T., Cahill, Nathan D., Messinger, David W.

Year:

2015

Language:

english

File:

PDF, 689 KB

english, 2015

16

[IEEE IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Boston, MA, USA (2008.07.7-2008.07.11)] IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Hyperspectral Image Classification of Grass Species in Northeast Japan

Monteiro, Sildomar T., Uto, Kuniaki, Kosugi, Yukio, Oda, Kunio, Iino, Yoshiyuki, Saito, Genya

Year:

2008

Language:

english

File:

PDF, 407 KB

english, 2008

17

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Honolulu, HI, USA (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs

Liu, Yansong, Piramanayagam, Sankaranarayanan, Monteiro, Sildomar T., Saber, Eli

Year:

2017

Language:

english

File:

PDF, 1.64 MB

english, 2017

18

Prediction of sweetness and amino acid content in soybean crops from hyperspectral imagery

Sildomar Takahashi Monteiro, Yohei Minekawa, Yukio Kosugi, Tsuneya Akazawa, Kunio Oda

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Year:

2007

Language:

english

File:

PDF, 892 KB

english, 2007

19

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - A particle swarm optimization-based approach for hyperspectral band selection

Sildomar Takahashi Monteiro,, Yukio Kosugi,

Year:

2007

Language:

english

File:

PDF, 133 KB

english, 2007

20

SPIE Proceedings [SPIE SPIE Remote Sensing - Toulouse, France (Monday 21 September 2015)] Image and Signal Processing for Remote Sensing XXI - Low-dimensional representations of hyperspectral data for use in CRF-based classification

Bruzzone, Lorenzo, Hu, Yang, Cahill, Nathan D., Monteiro, Sildomar T., Saber, Eli, Messinger, David W.

Year:

2015

Language:

english

File:

PDF, 761 KB

english, 2015

21

[IEEE 2012 IEEE International Conference on Robotics and Automation (ICRA) - St Paul, MN, USA (2012.05.14-2012.05.18)] 2012 IEEE International Conference on Robotics and Automation - Automatic rock recognition from drilling performance data

Zhou, Hang, Hatherly, Peter, Monteiro, Sildomar T., Ramos, Fabio, Oppolzer, Florian, Nettleton, Eric, Scheding, Steve

Year:

2012

Language:

english

File:

PDF, 701 KB

english, 2012

22

[IEEE 2009 International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2009.12.13-2009.12.15)] 2009 International Conference on Machine Learning and Applications - Conditional Random Fields for Rock Characterization Using Drill Measurements

Monteiro, Sildomar T., Ramos, Fabio, Hatherly, Peter

Year:

2009

Language:

english

File:

PDF, 4.62 MB

english, 2009

23

SPIE Proceedings [SPIE SPIE Remote Sensing - Toulouse, France (Monday 21 September 2015)] Image and Signal Processing for Remote Sensing XXI - An approach for combining airborne LiDAR and high-resolution aerial color imagery using Gaussian processes

Bruzzone, Lorenzo, Liu, Yansong, Monteiro, Sildomar T., Saber, Eli

Year:

2015

Language:

english

File:

PDF, 593 KB

english, 2015

24

[IEEE 2016 IEEE International Conference on Image Processing (ICIP) - Phoenix, AZ, USA (2016.9.25-2016.9.28)] 2016 IEEE International Conference on Image Processing (ICIP) - Super pixel based classification using conditional random fields for hyperspectral images

Hu, Yang, Monteiro, Sildomar T., Saber, Eli

Year:

2016

Language:

english

File:

PDF, 623 KB

english, 2016

25

[IEEE IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Valencia, Spain (2018.7.22-2018.7.27)] IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Dual-Channel Densenet for Hyperspectral Image Classification

Yang, Gefei, Gewali, Utsav B., Ientilucci, Emmett, Gartley, Micheal, Monteiro, Sildomar T.

Year:

2018

Language:

english

File:

PDF, 492 KB

english, 2018

26

Editorial: Special issue on Alternative Sensing Techniques for Robot Perception

Peynot, Thierry, Monteiro, Sildomar, Kelly, Alonzo, Devy, Michel

Journal:

Journal of Field Robotics

Year:

2015

Language:

english

File:

PDF, 38 KB

english, 2015

27

[IEEE IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium - Beijing, China (2016.7.10-2016.7.15)] 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Vehicle detection from aerial color imagery and airborne LiDAR data

Liu, Yansong, Monteiro, Sildomar T., Saber, Eli

Year:

2016

Language:

english

File:

PDF, 510 KB

english, 2016

28

[IEEE 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Los Angeles, CA, USA (2016.8.21-2016.8.24)] 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Spectral angle based unary energy functions for spatial-spectral hyperspectral classification using Markov random fields

Gewali, Utsav B., Monteiro, Sildomar T.

Year:

2016

Language:

english

File:

PDF, 106 KB

english, 2016

29

Mapping Layers of Clay in a Vertical Geological Surface Using Hyperspectral Imagery: Variability in Parameters of SWIR Absorption Features under Different Conditions of Illumination

Murphy, Richard, Schneider, Sven, Monteiro, Sildomar

Journal:

Year:

2014

Language:

english

File:

PDF, 4.38 MB

english, 2014

30

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Combining strong features for registration of hyperspectral and lidar data from field-based platforms

Monteiro, Sildomar T., Nieto, Juan, Murphy, Richard, Ramakrishnan, Rishi, Taylor, Zachary

Year:

2013

Language:

english

File:

PDF, 393 KB

english, 2013

31

[IEEE 2010 IEEE International Conference on Robotics and Automation (ICRA 2010) - Anchorage, AK (2010.05.3-2010.05.7)] 2010 IEEE International Conference on Robotics and Automation - Automated rock recognition with wavelet feature space projection and Gaussian Process classification

Hang Zhou,, Monteiro, Sildomar T, Hatherly, Peter, Ramos, Fabio, Nettleton, Eric, Oppolzer, Florian

Year:

2010

Language:

english

File:

PDF, 467 KB

english, 2010

32

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Calibrating probabilities for hyperspectral classification of rock types

Monteiro, Sildomar T., Murphy, Richard J.

Year:

2010

Language:

english

File:

PDF, 84 KB

english, 2010

33

[IEEE 2011 IEEE Congress on Evolutionary Computation (CEC) - New Orleans, LA, USA (2011.06.5-2011.06.8)] 2011 IEEE Congress of Evolutionary Computation (CEC) - Feature selection with PSO and kernel methods for hyperspectral classification

Tjiong, Anthony S. J., Monteiro, Sildomar T.

Year:

2011

Language:

english

File:

PDF, 1.00 MB

english, 2011

34

[IEEE Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007) - Rio de Janeiro, Brazil (2007.10.20-2007.10.24)] Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007) - Applying Particle Swarm Intelligence for Feature Selection of Spectral Imagery

Monteiro, Sildomar Takashi, Kosugi, Yukio

Year:

2007

Language:

english

File:

PDF, 332 KB

english, 2007

35

A tutorial on modelling and inference in undirected graphical models for hyperspectral image analysis

Gewali, Utsav B., Monteiro, Sildomar T.

Journal:

International Journal of Remote Sensing

Year:

2018

Language:

english

File:

PDF, 4.86 MB

english, 2018

36

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - 3D geological modelling using laser and hyperspectral data

Nieto, Juan I., Monteiro, Sildomar T., Viejo, Diego

Year:

2010

Language:

english

File:

PDF, 682 KB

english, 2010

37

[IEEE 2016 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) - Washington, DC, USA (2016.10.18-2016.10.20)] 2016 IEEE Applied Imagery Pattern Recognition Workshop (AIPR) - Transfer learning for high resolution aerial image classification

Liang, Yilong, Monteiro, Sildomar T., Saber, Eli S.

Year:

2016

Language:

english

File:

PDF, 3.63 MB

english, 2016

38

[IEEE 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Los Angeles, CA, USA (2016.8.21-2016.8.24)] 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Multitask learning of vegetation biochemistry from hyperspectral data

Gewali, Utsav B., Monteiro, Sildomar T.

Year:

2016

Language:

english

File:

PDF, 232 KB

english, 2016

39

Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth

Gewali, Utsav B., Monteiro, Sildomar T., Saber, Eli

Journal:

Year:

2019

File:

PDF, 1.17 MB

2019

40

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Embedded feature selection of hyperspectral bands with boosted decision trees

Monteiro, Sildomar T., Murphy, Richard J.

Year:

2011

Language:

english

File:

PDF, 102 KB

english, 2011

41

[IEEE 2015 IEEE Congress on Evolutionary Computation (CEC) - Sendai, Japan (2015.5.25-2015.5.28)] 2015 IEEE Congress on Evolutionary Computation (CEC) - Robust stock value prediction using support vector machines with particle swarm optimization

Sands, Trevor M., Tayal, Deep, Morris, Matthew E., Monteiro, Sildomar T.

Year:

2015

Language:

english

File:

PDF, 326 KB

english, 2015

42

[IEEE 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Fort Worth, TX (2017.7.23-2017.7.28)] 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Using Bayesian optimization to jointly tune the classifier and the random field for spatial-spectral hyperspectral classification

Gewali, Utsav B., Monteiro, Sildomar T.

Year:

2017

Language:

english

File:

PDF, 127 KB

english, 2017

43

Spectral Super-Resolution with Optimized Bands

Gewali, Utsav B., Monteiro, Sildomar T., Saber, Eli

Journal:

Year:

2019

File:

PDF, 34.54 MB

2019

44

[IEEE 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Tokyo, Japan (2015.6.2-2016.6.5)] 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Comparing inference methods for conditional random fields for hyperspectral image classification

Hu, Yang, Monteiro, Sildomar T., Saber, Eli

Year:

2015

Language:

english

File:

PDF, 691 KB

english, 2015

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