Items where Author is "Minervini, Massimo"

2017

Minervini, Massimo and Giuffrida, Mario Valerio and Perata, Pierdomenico and Tsaftaris, Sotirios A. Phenotiki: an open software and hardware platform for affordable and easy image-based phenotyping of rosette-shaped plants. Plant Journal, 90 (1). pp. 204-216. ISSN 0960-7412 (2017)

2016

Minervini, Massimo and Fischbach, Andreas and Scharr, Hanno and Tsaftaris, Sotirios A. Finely-grained annotated datasets for image-based plant phenotyping. Pattern Recognition Letters, 81. pp. 80-89. ISSN 0167-8655 (2016)

Tsaftaris, Sotirios A. and Minervini, Massimo and Scharr, Hanno Machine Learning for Plant Phenotyping Needs Image Processing. Trends in Plant Science, 21 (12). pp. 989-991. ISSN 1360-1385 (2016)

Giuffrida, Mario Valerio and Minervini, Massimo and Tsaftaris, Sotirios A. Learning to Count Leaves in Rosette Plants. In: Proceedings of the Computer Vision Problems in Plant Phenotyping (CVPPP), 7-10 September, 2015, Swansea, UK 1.1-1.13. (2016)

Minervini, Massimo and Giuffrida, Mario Valerio and Tsaftaris, Sotirios A. An interactive tool for semi-automated leaf annotation. In: Proceedings of the Computer Vision Problems in Plant Phenotyping (CVPPP), 7-10 September, 2015, Swansea, UK (2016)

Scharr, Hanno and Minervini, Massimo and French, Andrew P. and Klukas, Christian and Kramer, David M. and Liu, Xiaoming and Luengo, Imanol and Pape, Jean-Michel and Polder, Gerrit and Vukadinovic, Danijela and Yin, Xi and Tsaftaris, Sotirios A. Leaf segmentation in plant phenotyping: a collation study. Machine Vision and Applications, 27 (4). pp. 585-606. ISSN 0932-8092 (2016)

2015

Minervini, Massimo and Tsaftaris, Sotirios A. Classification-aware distortion metric for HEVC intra coding. In: 2015 Visual Communications and Image Processing (VCIP), December 13-16, 2015, Singapore, Singapore (2015)

Minervini, Massimo and Rusu, Cristian and Tsaftaris, Sotirios A. Computationally efficient data and application driven color transforms for the compression and enhancement of images and video. In: Color Image and Video Enhancement. Springer, pp. 371-393. ISBN 978-3-319-09363-5 (2015)

Minervini, Massimo and Scharr, Hanno and Tsaftaris, Sotirios A. The significance of image compression in plant phenotyping applications. Functional Plant Biology, 42 (10). pp. 971-988. ISSN 1445-4408 (2015)

Minervini, Massimo and Scharr, Hanno and Tsaftaris, Sotirios A. Image Analysis: The New Bottleneck in Plant Phenotyping [Applications Corner]. IEEE Signal Processing Magazine, 32 (4). pp. 126-131. ISSN 1053-5888 (2015)

Minervini, Massimo and Rusu, Cristian and Damiano, Mario and Tucci, Valter and Bifone, Angelo and Gozzi, Alessandro and Tsaftaris, Sotirios A. Large-scale analysis of neuroimaging data on commercial clouds with content-aware resource allocation strategie. International Journal of High Performance Computing Applications, 29 (4). pp. 473-488. ISSN 1094-3420 (2015)

2014

Minervini, Massimo and Rusu, Cristian and Tsaftaris, Sotirios A. Unsupervised and supervised approaches to color space transformation for image coding. In: Proceedings of the IEEE International Conference on Image Processing (ICIP). IEEE, pp. 5576-5580. (2014)

Minervini, Massimo and Abdelsamea, Mohammed and Tsaftaris, Sotirios A. Image based plant phenotyping with incremental learning and active contours. Ecological Informatics, 23. pp. 35-48. ISSN 1574-9541 (2014)

Scharr, Hanno and Minervini, Massimo and Fischbach, Andreas and Tsaftaris, Sotirios A. Annotated image datasets of rosette plants. Technical Report #03837/2014 Forschungszentrum Julich

2013

Minervini, Massimo and Tsaftaris, Sotirios A. Application-Aware Image Compression for Low Cost and Distributed Plant Phenotyping. In: 18th International Conference On Digital Signal Processing, 1-3 July 2013, Santorini, Greece (2013)

Minervini, Massimo and Rusu, Cristian and Tsaftaris, Sotirios A. Learning Computationally Efficient Approximations of Complex Image Segmentation Metrics. In: 8th international symposium on Image and Signal Processing and Analysis (ISPA 2013), September 4-6, 2013, Trieste, Italy (2013)

2012

Minervini, Massimo and Damiano, Mario and Tucci, Valter and Bifone, Angelo and Gozzi, Alessandro and Tsaftaris, Sotirios A. Mouse neuroimaging phenotyping in the cloud. In: Proceedings of the 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA), 2012. IEEE, pp. 55-60. ISBN 978-1-4673-2585-1 (2012)

Casalino, Gabriella and Del Buono, Nicoletta and Minervini, Massimo Nonnegative Matrix Factorizations Performing Object Detection and Localization. Applied Computational Intelligence and Soft Computing, 2012. pp. 1-19. ISSN 1687-9724 (2012)

2011

Dell’Agnello, Danilo and Fanelli, Anna and Mencar, Corrado and Minervini, Massimo Serendipitous Fuzzy Item Recommendation with ProfileMatcher. In: Fuzzy Logic and Applications. Lecture Notes in Computer Science (6857). Springer, pp. 220-227. ISBN 978-3-642-23712-6 (2011)