Samuele Martelli




 

2015
New!  D. Stamos, S. Martelli, M. Nabi, A. McDonald, V. Murino, M. Pontil
Learning With Dataset Bias in Latent Subcategory Models.
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston (USA).
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New!  S. Martelli, M. San Biagio and V. Murino
Latent Subcategory Models for Pedestrian Detection with Partial Occlusion Handling.
In IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), Karlsruhe (Germany).
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2014
A. Trucco, S. Martelli, M. Crocco
Low-Cost Acoustic Cameras for Underwater Wideband Passive Imaging.
 IEEE Journal of Oceanic Engineering
M. San-Biagio, S. Martelli, M. Crocco, M. Cristani and V. Murino.
Encoding Structural Similarity by Cross-Covariance Tensors for Image Classification.
In International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Volume 28, Issue 07. 
Abstract | [Download PDF]

M. Crocco,S. Martelli and A. Trucco.
Passive Underwater Imaging Through Optimized Planar Arrays of Hydrophones.
In OCEANS’ 14 MTS/IEEE, St. John’s (Canada).
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2013
M. San-Biagio, M. Crocco, M. Cristani, S. Martelli and V. Murino.
Heterogeneous Auto-Similarities of Characteristics (HASC):  exploiting relational information for classification.
In International Conference on Computer Vision (ICCV), Sydney – Australia. 
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M. San-Biagio, S. Martelli, M. Crocco, M. Cristani,  and V. Murino.
Encoding classes of unaligned objects using Structural Similarity Cross-Covariance Tensors.
In Iberoamerican Congress on Pattern Recognition (CIARP), L’Havana -Cuba. 

 

2012
Martelli S.
An FPGA-Based Architecture for Binocular Scene Understanding
Ph.D. Thesis
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[DETAILS]
S. Martelli, D. Tosato, M. Cristani and V. Murino.
Joining feature-based and similarity-based pattern description paradigms for object detection.
In International Conference on Pattern Recognition (ICPR), Tsukuba – Japan. 
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S. Martelli, D. Tosato, M. Cristani and V. Murino.
Stereo-based Framework for Pedestrian Detection with Partial Occlusion Handling.
In Advanced Video and Signal-Based Surveillance (AVSS), Beijing – China. 
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M. San-Biagio, M. Crocco, M. Cristani, S. Martelli and V. Murino.
Low-level multimodal integration on Riemannian manifolds for automatic pedestrian detection.
In International Conference on Information Fusion (Fusion), Singapore. 
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2011
S. Martelli, D. Tosato, M. Cristani and V. Murino.
Fast FPGA-based architecture for pedestrian detection based on covariance matrices.
In International Conference on Image Processing (ICIP), Bruxelles. 
[Download]
S. Martelli, D. Tosato, M. Cristani and V. Murino.
FPGA-based pedestrian detection using array of covariance features.
 In International Conference on Distributed Smart Cameras (ICDSC), Ghent – Belgium. 

 

2010
S. Martelli, D. Tosato, M. Cristani and V. Murino.
An FPGA-based classification architecture on Riemannian manifolds.
In IMPRESS (DEXA workshop), Bilbao – Spain. 
S. Martelli, R. Marzotto, A. Colombari and V. Murino.
FPGA-based robust ellipse estimation for circular road sign detection.
In Workshop on Embedded Computer Vision (CVPR), San Francisco – USA.