Marco Manfredi

Marco Manfredi

Position at Imagelab:

PastMember
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Marco Manfredi


Research Projects


Research Activities


Publications

1 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita; Smeulders, Arnold W. M. "Segmentation models diversity for object proposals" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 158, pp. 40 -48 , 2017
DOI: 10.1016/j.cviu.2016.06.005 Journal
2 Ulrich, Martina; Themstrup, Lotte; de Carvalho, Nathalie; Manfredi, Marco; Grana, Costantino; Ciardo, Silvana; Kstle, Raphaela; Holmes, Jon; Whitehead, Richard; Jemec, Gregor B. E; Pellacani, Giovanni; Welzel, Julia "Dynamic Optical Coherence Tomography in Dermatology" DERMATOLOGY, vol. 232, pp. 298 -311 , 2016
DOI: 10.1159/000444706 Journal
3 Themstrup, L; Ciardo, S; Manfredi, M; Ulrich, M; Pellacani, G; Welzel, J; Jemec, G B E "In vivo, micro-morphological vascular changes induced by topical brimonidine studied by Dynamic optical coherence tomography" JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 30, pp. 974 -979 , 2016
DOI: 10.1111/jdv.13596 Journal
4 Manfredi, Marco; Grana, Costantino; Pellacani, Giovanni "Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Roma, pp. 234 -240 , Feb. 27-29, 2016
DOI: 10.5220/0005758702340240 Conference
5 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "GOLD: Gaussians of Local Descriptors for Image Representation" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 22 -32 , 2015
DOI: 10.1016/j.cviu.2015.01.005 Journal
6 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "GOLD: Gaussians of Local Descriptors for Image Representation" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 22 -32 , 2015
DOI: 10.1016/j.cviu.2015.01.005 Journal
7 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Coppi, Dalia; Cucchiara, Rita "Layout analysis and content enrichment of digitized books" MULTIMEDIA TOOLS AND APPLICATIONS, vol. -, pp. 1 -22 , 2014
DOI: 10.1007/s11042-014-2360-0 Journal
8 M. Manfredi; C. Grana; S. Calderara; R. Cucchiara "A complete system for garment segmentation and color classification" MACHINE VISION AND APPLICATIONS, vol. 25, pp. 955 -969 , 2014
DOI: 10.1007/s00138-013-0580-3 Journal
9 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "Covariance of Covariance Features for Image Classification" Proceedings of International Conference on Multimedia Retrieval, Glasgow, pp. 411 -414 , Apr 1-4, 2014
DOI: 10.1145/2578726.2578781 Conference
10 Manfredi, Marco; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Detection of static groups and crowds gathered in open spaces by texture classification" Pattern Recognition Letters, PATTERN RECOGNITION LETTERS, vol. 44, pp. 39 -48 , 2014
DOI: 10.1016/j.patrec.2013.11.001 Journal
11 M. Manfredi; C. Grana; R. Cucchiara "Learning Graph Cut Energy Functions for Image Segmentation" Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, Sweden, pp. 960 -965 , Aug. 24-28, 2014
DOI: 10.1109/ICPR.2014.175 Conference
12 M. Manfredi; C. Grana; R. Cucchiara "Learning Superpixel Relations for Supervised Image Segmentation" Proceedings of the 21st International Conference on Image Processing, Paris, France, pp. 4437 -4441 , Oct. 27-30, 2014
DOI: 10.1109/ICIP.2014.7025900 Conference
13 C. Grana; D. Borghesani; M. Manfredi; R. Cucchiara "A Fast Approach for Integrating ORB Descriptors in the Bag of Words Model" Multimedia Content and Mobile Devices, vol. 8667, Burlingame, California, USA, pp. 09-1 -09-8 , Feb 4-6, 2013
DOI: 10.1117/12.2008460 Conference
14 M. Manfredi; C. Grana; R. Cucchiara "Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging" New Trends in Image Analysis and Processing ICIAP 2013, vol. LNCS 8158, Napoli, pp. 188 -197 , Sep 9, 2013
DOI: 10.1007/978-3-642-41190-8_21 Conference
15 C. Grana; G. Serra; M. Manfredi; R. Cucchiara "Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives" SISAP 2013, vol. LNCS 8199, A Corua, Spain, pp. 233 -244 , Oct 2-4, 2013
DOI: 10.1007/978-3-642-41062-8_24 Conference
16 C. Grana; G. Serra; M. Manfredi; R. Cucchiara "Image Classification with Multivariate Gaussian Descriptors" 17th International Conference on Image Analysis and Processing (ICIAP 2013), vol. LNCS 8157, Napoli, pp. 111 -120 , Sep 11-13, 2013
DOI: 10.1007/978-3-642-41184-7_12 Conference
17 G. Serra; C. Grana; M. Manfredi; R. Cucchiara "Modeling Local Descriptors with Multivariate Gaussians for Object and Scene Recognition" Proceedings of the 21th International Conference on Multimedia (ACM Multimedia 2013), Barcelona, Catalunya, Spain, pp. 709 -712 , Oct 21-25, 2013
DOI: 10.1145/2502081.2502185 Conference
18 C. Grana; G. Serra; M. Manfredi; R. Cucchiara; R. Martoglia; F. Mandreoli "UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation" CLEF 2013 Working Notes, Valencia, Spain, pp. - -- , Sep 23-26, 2013 Conference