| Range and AGC normalization in airborne discrete-return LiDAR intensity data for forest canopies I Korpela, HO Ørka, J Hyyppä, V Heikkinen, T Tokola ISPRS Journal of Photogrammetry and Remote Sensing 65 (4), 369-379, 2010 | 126* | 2010 |
| Evaluation and unification of some methods for estimating reflectance spectra from RGB images V Heikkinen, R Lenz, T Jetsu, J Parkkinen, M Hauta-Kasari, ... JOSA A 25 (10), 2444-2458, 2008 | 85 | 2008 |
| Simulated multispectral imagery for tree species classification using support vector machines V Heikkinen, T Tokola, J Parkkinen, I Korpela, T Jaaskelainen IEEE Transactions on Geoscience and Remote Sensing 48 (3), 1355-1364, 2009 | 74 | 2009 |
| Variation and directional anisotropy of reflectance at the crown scale—Implications for tree species classification in digital aerial images I Korpela, V Heikkinen, E Honkavaara, F Rohrbach, T Tokola Remote Sensing of Environment 115 (8), 2062-2074, 2011 | 61 | 2011 |
| Regularized learning framework in the estimation of reflectance spectra from camera responses V Heikkinen, T Jetsu, J Parkkinen, M Hauta-Kasari, T Jaaskelainen, ... JOSA A 24 (9), 2673-2683, 2007 | 59 | 2007 |
| Thermal and hyperspectral imaging for Norway spruce (Picea abies) seeds screening J Dumont, T Hirvonen, V Heikkinen, M Mistretta, L Granlund, K Himanen, ... Computers and Electronics in Agriculture 116, 118-124, 2015 | 49 | 2015 |
| An SVM classification of tree species radiometric signatures based on the Leica ADS40 sensor V Heikkinen, I Korpela, T Tokola, E Honkavaara, J Parkkinen IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4539-4551, 2011 | 35 | 2011 |
| Detection of the need for seedling stand tending using high-resolution remote sensing data L Korhonen, I Pippuri, P Packalén, V Heikkinen, M Maltamo, J Heikkilä Silva Fennica, 2013 | 32 | 2013 |
| Evaluation of simulated bands in airborne optical sensors for tree species identification P Pant, V Heikkinen, A Hovi, I Korpela, M Hauta-Kasari, T Tokola Remote Sensing of Environment 138, 27-37, 2013 | 28 | 2013 |
| Link functions and Matérn kernel in the estimation of reflectance spectra from RGB responses V Heikkinen, A Mirhashemi, J Alho JOSA A 30 (11), 2444–2454, 2013 | 23 | 2013 |
| Spectral imaging using consumer-level devices and kernel-based regression V Heikkinen, C Cámara, T Hirvonen, N Penttinen JOSA A 33 (6), 1095-1110, 2016 | 22 | 2016 |
| Spectral reflectance estimation using Gaussian processes and combination kernels V Heikkinen IEEE Transactions on Image Processing 27 (7), 3358-3373, 2018 | 19 | 2018 |
| ALS data based forest stand delineation with a coarse-to-fine segmentation approach Z Wu, V Heikkinen, M Hauta-Kasari, J Parkkinen, T Tokola 2014 7th International Congress on Image and Signal Processing, 547-552, 2014 | 19 | 2014 |
| Evaluating logarithmic kernel for spectral reflectance estimation—effects on model parametrization, training set size, and number of sensor spectral channels T Eckhard, EM Valero, J Hernández-Andrés, V Heikkinen JOSA A 31 (3), 541-549, 2014 | 17 | 2014 |
| Logistic Regression-Based Spectral Band Selection for Tree Species Classification: Effects of Spatial Scale and Balance in Training Samples P Pant, V Heikkinen, I Korpela, M Hauta-Kasari, T Tokola IEEE, 2014 | 17 | 2014 |
| Color calibration of digital camera using polynomial transformation T Jetsu, V Heikkinen, J Parkkinen, M Hauta-Kasari, B Martinkauppi, ... Conference on Colour in Graphics, Imaging, and Vision 2006 (1), 163-166, 2006 | 14 | 2006 |
| Forest stand delineation using a hybrid segmentation approach based on airborne laser scanning data Z Wu, V Heikkinen, M Hauta-Kasari, J Parkkinen, T Tokola Scandinavian Conference on Image Analysis, 95-106, 2013 | 13 | 2013 |
| Color and image characterization of a three CCD seven band spectral camera A Gebejes, J Orava, N Penttinen, V Heikkinen, J Hiltunen, M Hauta-Kasari International Conference on Image and Signal Processing, 96-105, 2014 | 8 | 2014 |
| System, medium, and method converting colors JH Kwon, S Lee, H Ok, J Parkkinen, T Jetsu, V Heikkinen US Patent 8,363,931, 2013 | 7 | 2013 |
| Kernel methods for estimation and classification of data from spectral imaging V HEIKKINEN PhD Dissertation, epublications.uef.fi, 2011 | 6 | 2011 |
Markku Hauta-KasariProfessor, University of Eastern FinlandVerified email at uef.fi
