Ville Heikkinen

Statistics

Publications

Citations

402

H-Index

Active since

2000

Affiliations

University of Eastern Finland(Current)

University of Helsinki

Joensuu Science Park

Ville Heikkinen is an author at University of Eastern Finland specializing in reflectance modeling, spectral reflectance estimation, and computer vision.

ORCID

Publications per year

2000–2018

Publications

Evaluation and unification of some methods for estimating reflectance spectra from RGB images

Ville Heikkinen, Reiner Lenz, Tuija Jetsu et al. · Journal of the Optical Society of America A · 2008 · 77 citations

Arts, Vision Science, Computer Vision +13

Variation and directional anisotropy of reflectance at the crown scale — Implications for tree species classification in digital aerial images

Ilkka Korpela, Ville Heikkinen, Eija Honkavaara et al. · Remote Sensing of Environment · 2011 · 65 citations

Natural Resources, Ecology, Forestry +17

Regularized learning framework in the estimation of reflectance spectra from camera responses

Ville Heikkinen, Tuija Jetsu, Jussi Parkkinen et al. · Journal of the Optical Society of America A · 2007 · 55 citations

Computing, Computer Science, Computer Vision +15

Thermal and hyperspectral imaging for Norway spruce (Picea abies) seeds screening

Jennifer Dumont, Tapani Hirvonen, Ville Heikkinen et al. · Computers and Electronics in Agriculture · 2015 · 55 citations

Agriculture, Plant Biology, Plant Sciences +16

Spectral Reflectance Estimation Using Gaussian Processes and Combination Kernels

Ville Heikkinen · IEEE Transactions on Image Processing · 2018 · 31 citations

Computing, Computer Science, Machine Learning +16

1–5 of 11