Browse by Author ID

Article

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)

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)

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)

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)

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)

Book Section

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 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 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)

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)

Working Paper

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

Conference or Workshop Item

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)

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 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)