L
Luigi Di Stefano
Researcher at University of Bologna
Publications - 192
Citations - 7715
Luigi Di Stefano is an academic researcher from University of Bologna. The author has contributed to research in topics: Deep learning & Computer science. The author has an hindex of 33, co-authored 180 publications receiving 6429 citations. Previous affiliations of Luigi Di Stefano include STMicroelectronics.
Papers
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Book ChapterDOI
Unique signatures of histograms for local surface description
TL;DR: A novel comprehensive proposal for surface representation is formulated, which encompasses a new unique and repeatable local reference frame as well as a new 3D descriptor.
Journal ArticleDOI
SHOT: Unique signatures of histograms for surface and texture description
TL;DR: A thorough experimental evaluation vouches that SHOT outperforms state-of-the-art local descriptors in experiments addressing descriptor matching for object recognition, 3D reconstruction and shape retrieval.
Journal ArticleDOI
Performance Evaluation of 3D Keypoint Detectors
TL;DR: A categorization of existing methods in two classes, that allows for highlighting their common traits, is proposed, so as to abstract all algorithms to two general structures in terms of repeatability, distinctiveness and computational efficiency.
Proceedings ArticleDOI
Unique shape context for 3d data description
TL;DR: This paper shows how to deploy a unique local Reference Frame to improve the accuracy and reduce the memory footprint of the well-known 3D Shape Context descriptor.
Proceedings ArticleDOI
A combined texture-shape descriptor for enhanced 3D feature matching
TL;DR: The proposed descriptor, dubbed CSHOT, is demonstrated to notably improve the accuracy of feature matching in challenging object recognition scenarios characterized by the presence of clutter and occlusions.