Nauman Shahid

According to our database, Nauman Shahid authored at least 20 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

SURVANT: An Innovative Semantics-Based Surveillance Video Archives Investigation Assistant.

Giuseppe Vella, Anastasios Dimou, David Gutiérrez-Pérez, Daniele Toti, Tommaso Nicoletti, Ernesto La Mattina, Francesco Grassi, Andrea Ciapetti, Michael McElligott, Nauman Shahid, Petros Daras

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Tensor Robust PCA on Graphs.

Nauman Shahid, Francesco Grassi, Pierre Vandergheynst

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Adaptive Graph-Based Total Variation for Tomographic Reconstructions.

Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst

IEEE Signal Process. Lett., 2018

2017

Scalable Low-rank Matrix and Tensor Decomposition on Graphs.

Nauman Shahid

PhD thesis, 2017

Compressive PCA for Low-Rank Matrices on Graphs.

Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst

IEEE Trans. Signal Inf. Process. over Networks, 2017

2016

Fast Robust PCA on Graphs.

Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst

IEEE J. Sel. Top. Signal Process., 2016

Low-Rank Matrices on Graphs: Generalized Recovery & Applications.

Nauman Shahid, Nathanaël Perraudin, Pierre Vandergheynst

CoRR, 2016

Compressive PCA on Graphs.

Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst

CoRR, 2016

Multilinear Low-Rank Tensors on Graphs & Applications.

Nauman Shahid, Francesco Grassi, Pierre Vandergheynst

CoRR, 2016

Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions.

Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst

CoRR, 2016

PCA using graph total variation.

Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Graph-based sinogram denoising for tomographic reconstructions.

Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Fast Robust PCA on Graphs.

Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst

CoRR, 2015

One-class support vector machines: analysis of outlier detection for wireless sensor networks in harsh environments.

Nauman Shahid, Ijaz Haider Naqvi, Saad Bin Qaisar

Artif. Intell. Rev., 2015

Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey.

Nauman Shahid, Ijaz Haider Naqvi, Saad Bin Qaisar

Artif. Intell. Rev., 2015

Robust Principal Component Analysis on Graphs.

Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2013

Joint event detection & identification: A clustering based approach for Wireless Sensor Networks.

Nauman Shahid, Syed Bilal Ali, Kamran Ali, Muhammad A. Lodhi, O. B. Usman, Ijaz Haider Naqvi

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

2012

Quarter-Sphere SVM: Attribute and Spatio-Temporal correlations based Outlier & Event Detection in wireless sensor networks.

Nauman Shahid, Ijaz Haider Naqvi, Saad B. Qaisar

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Real time energy efficient approach to Outlier & event detection in wireless sensor networks.

Nauman Shahid, Ijaz Haider Naqvi, Saad B. Qaisar

Proceedings of the IEEE International Conference on Communication Systems, 2012

Support Vector Machine based fault detection & classification in smart grids.

Nauman Shahid, S. A. Aleem, Ijaz Haider Naqvi, N. Zaffar

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012