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302 publications found

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2019

Crimi A.^iit , Giancardo L.^iit , Sambataro F. , Gozzi A.^iit , Murino V.^iit , Sona D.^iit

MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis

Scientific Reports, vol. 9, (no. 1)

DOI 10.1038/s41598-018-37300-4

Article
2018

*Volpi R.^iit , Morerio P.^iit , Savarese S. , Murino V.

Adversarial Feature Augmentation for Unsupervised Domain Adaptation

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Conference Paper
2018

Carissimi N.^iit , Beyan C.^iit , Murino V.^iit

A multi-view learning approach to deception detection

Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018, pp. 599-606

DOI 10.1109/FG.2018.00095

Conference Paper
2018

Katsageorgiou V.-M.^iit , *Sona D.^iit , Zanotto M.^iit , Lassi G.^iit , Garcia-Garcia C.^iit , *Tucci V.^iit , Murino V.^iit

A novel unsupervised analysis of electrophysiological signals reveals new sleep substages in mice

PLoS Biology, vol. 16, (no. 5)

DOI 10.1371/journal.pbio.2003663

Article
2018

Crocco M.^iit , Martelli S.^iit , Trucco A. , *Zunino A.^iit , *Murino V.^iit

Audio Tracking in Noisy Environments by Acoustic Map and Spectral Signature

IEEE Transactions on Cybernetics, vol. 48, (no. 5), pp. 1619-1632

DOI 10.1109/TCYB.2017.2711497

Article
2018

Baglietto S.^iit , Kepiro I.E.^iit , Hilgen G. , Sernagor E. , Murino V.^iit , Sona D.^iit

Automatic segmentation of neurons from fluorescent microscopy imaging

Communications in Computer and Information Science, vol. 881, pp. 121-133

DOI 10.1007/978-3-319-94806-5_7

Conference Paper
2018

Aslani S.^iit , Dayan M. , Murino V.^iit , Sona D.^iit

Deep 2D Encoder-Decoder Convolutional Neural Network For Multiple Sclerosis Lesion Segmentation in Brain MRI

Medical Image Computing and Computer Assisted Intervention, BrainLes Workshop

Conference Paper
2018

Martelli S.^iit , Mazzei L.^iit , Canali C.^iit , Guardiani P.^iit , Giunta S. , Ghiazza A. , Mondino I. , Cannella F.^iit , Murino V.^iit , *Del Bue A.^iit

Deep Endoscope: Intelligent Duct Inspection for the Avionic Industry

IEEE Transactions on Industrial Informatics, vol. 14, (no. 4), pp. 1701-1711

DOI 10.1109/TII.2018.2807797

Article
2018

Roy A.^iit , Banerjee B. , Murino V.^iit

Discriminative body part interaction mining for mid-level action representation and classification

Journal of Visual Communication and Image Representation, vol. 55, pp. 829-840

DOI 10.1016/j.jvcir.2018.06.026

Article
2018

Roy A.^iit , Banerjee B. , Murino V.^iit

Discriminative Latent Visual Space for Zero-Shot Object Classification

Proceedings - International Conference on Pattern Recognition, vol. 2018-August, pp. 2552-2557

DOI 10.1109/ICPR.2018.8545527

Conference Paper
2018

Cavazza J.^iit , Morerio P.^iit , Haeffele B. , Lane C. , Murino V.^iit , Vidal R.

Dropout as a Low-Rank Regularizer for Matrix Factorization

Artificial Intelligence and Statistics

Conference Paper
2018

Bargal S.A. , Zunino A.^iit , Kim D. , Zhang J. , Murino V.^iit , Sclaroff S.

Excitation Backprop for RNNs

IEEE Conf. on Computer Vision and Pattern Recognition

Conference Paper
2018

*Carissimi N.^iit , Rota P. , Beyan C. , Murino V.^iit

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders

9th International Workshop on Human Behavior Understanding - Generating Visual Data of Human Behavior

Poster
2018

Volpi R.^iit , Namkoong H. , Sener O. , Duchi J. , Murino V.^iit , Savarese S.

Generalizing to Unseen Domains via Adversarial Data Augmentation

Neural Information Processing Systems (NIPS)

Conference Paper
2018

Beyan C.^iit , Shahid M.^iit , Murino V.^iit

Investigation of small group social interactions using deep visual activity-based nonverbal features

MM 2018 - Proceedings of the 2018 ACM Multimedia Conference, pp. 311-319

DOI 10.1145/3240508.3240685

Conference Paper
2018

Chen C. , Zhang B. , *Bue A.D.^iit , Murino V.^iit

Manifold Constrained Low-Rank Decomposition

Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017, vol. 2018-January, pp. 1800-1808

DOI 10.1109/ICCVW.2017.213

Conference Paper
2018

Zhang B. , Perina A.^iit , Li C. , Ye Q. , Murino V.^iit , Del Bue A.^iit

Manifold constraint transfer for visual structure-driven optimization

Pattern Recognition, vol. 77, pp. 87-98

DOI 10.1016/j.patcog.2017.11.006

Article
2018

*Morerio P.^iit , Cavazza J.^iit , Murino V.^iit

Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation

International Conference on Learning Representations

Conference Paper
2018

Garcia N.C.^iit , Morerio P.^iit , Murino V.^iit

Modality distillation with multiple stream networks for action recognition

Lecture Notes in Computer Science, vol. 11212 LNCS, pp. 106-121

DOI 10.1007/978-3-030-01237-3_7

Conference Paper
2018

Garcia N.^iit , Morerio P.^iit , Murino V.^iit

Modality Distillation with Multiple Stream Networks for Action Recognition

European Conference on Computer Vision

Article in Press
2018

Sadafi A.^iit , Katsageorgiou V.-M.^iit , Huang H.^iit , Papaleo F.^iit , Murino V.^iit , Sona D.^iit

Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model

Proceedings - International Conference on Pattern Recognition, vol. 2018-August, pp. 2433-2437

DOI 10.1109/ICPR.2018.8545402

Conference Paper
2018

*Mirmahboub B.^iit , Mekhalfi M.L.^iit , *Murino V.^iit

Person re-identification by order-induced metric fusion

Neurocomputing, vol. 275, pp. 667-676

DOI 10.1016/j.neucom.2017.09.019

Article
2018

*Beyan C.^iit , Capozzi F. , *Becchio C.^iit , *Murino V.^iit

Prediction of the leadership style of an emergent leader using audio and visual nonverbal features

IEEE Transactions on Multimedia, vol. 20, (no. 2), pp. 441-456

DOI 10.1109/TMM.2017.2740062

Article
2018

Dayan M.^iit , Katsageorgiou V.-M.^iit , Dodero L.^iit , Murino V.^iit , Sona D.^iit

Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks

2018 25th IEEE International Conference on Image Processing (ICIP)

DOI 10.1109/ICIP.2018.8451498

Conference Paper
2018

*Beyan C.^iit

Unusual Trajectory Detection: Advances

Encyclopedia of Image Processing, Publisher: Taylor & Francis Group

Book Chapter

302 publications found

MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis

Adversarial Feature Augmentation for Unsupervised Domain Adaptation

A multi-view learning approach to deception detection

A novel unsupervised analysis of electrophysiological signals reveals new sleep substages in mice

Audio Tracking in Noisy Environments by Acoustic Map and Spectral Signature

Automatic segmentation of neurons from fluorescent microscopy imaging

Deep 2D Encoder-Decoder Convolutional Neural Network For Multiple Sclerosis Lesion Segmentation in Brain MRI

Deep Endoscope: Intelligent Duct Inspection for the Avionic Industry

Discriminative body part interaction mining for mid-level action representation and classification

Discriminative Latent Visual Space for Zero-Shot Object Classification

Dropout as a Low-Rank Regularizer for Matrix Factorization

Excitation Backprop for RNNs

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders

Generalizing to Unseen Domains via Adversarial Data Augmentation

Investigation of small group social interactions using deep visual activity-based nonverbal features

Manifold Constrained Low-Rank Decomposition

Manifold constraint transfer for visual structure-driven optimization

Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation

Modality distillation with multiple stream networks for action recognition

Modality Distillation with Multiple Stream Networks for Action Recognition

Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model

Person re-identification by order-induced metric fusion

Prediction of the leadership style of an emergent leader using audio and visual nonverbal features

Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks

Unusual Trajectory Detection: Advances