Visual object clustering via mixed-norm regularization
Many vision problems deal with high-dimensional data, such as motion segmentation and face clustering. However, these high-dimensional data usually lie in a low-dimensional structure. Sparse representation is a powerful principle for solving a number of clustering problems with high-dimensional data...
| Main Authors: | Zhang, X., Pham, DucSon, Phung, D., Liu, Wan-Quan, Saha, B., Venkatesh, S. |
|---|---|
| Format: | Conference Paper |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2015
|
| Online Access: | http://hdl.handle.net/20.500.11937/43834 |
Similar Items
Mixed-norm sparse representation for multi view face recognition
by: Zhang, X., et al.
Published: (2015)
by: Zhang, X., et al.
Published: (2015)
Improved Subspace Clustering via Exploitation of Spatial Constraints
by: Pham, DucSon, et al.
Published: (2012)
by: Pham, DucSon, et al.
Published: (2012)
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Multi-View Subspace Clustering for Face Images
by: Zhang, X., et al.
Published: (2016)
by: Zhang, X., et al.
Published: (2016)
Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)
by: Budhaditya, S., et al.
Published: (2012)
On group-wise ℓp regularization: Theory and efficient algorithms
by: Pham, DucSon
Published: (2015)
by: Pham, DucSon
Published: (2015)
Achieving stable subspace clustering by post-processing generic clustering results
by: Pham, DucSon, et al.
Published: (2016)
by: Pham, DucSon, et al.
Published: (2016)
Detection of cross channel anomalies from multiple data channels
by: Pham, DucSon, et al.
Published: (2011)
by: Pham, DucSon, et al.
Published: (2011)
Detection of Cross-Channel Anomalies
by: Pham, DucSon, et al.
Published: (2012)
by: Pham, DucSon, et al.
Published: (2012)
Stream Quantiles via Maximal Entropy Histograms
by: Arandjelovic, O., et al.
Published: (2014)
by: Arandjelovic, O., et al.
Published: (2014)
Large-scale statistical modeling of motion patterns: A Bayesian nonparametric approach
by: Rana, S., et al.
Published: (2012)
by: Rana, S., et al.
Published: (2012)
Efficient algorithms for robust recovery of images from compressed data
by: Pham, DucSon, et al.
Published: (2013)
by: Pham, DucSon, et al.
Published: (2013)
Optimal metric selection for improved multi-pose face recognition with group information
by: Zhang, X., et al.
Published: (2012)
by: Zhang, X., et al.
Published: (2012)
Multi-modal abnormality detection in video with unknown data segmentation
by: Nguyen, T., et al.
Published: (2012)
by: Nguyen, T., et al.
Published: (2012)
Bayesian Nonparametric Approaches to Abnormality Detection in Video Surveillance
by: Nguyen, V., et al.
Published: (2015)
by: Nguyen, V., et al.
Published: (2015)
Graph-based clustering with DRepStream
by: Callister, R., et al.
Published: (2017)
by: Callister, R., et al.
Published: (2017)
Improved image recovery from compressed data contaminated with impulsive noise
by: Pham, DucSon, et al.
Published: (2011)
by: Pham, DucSon, et al.
Published: (2011)
Compressive speech enhancement
by: Low, S., et al.
Published: (2013)
by: Low, S., et al.
Published: (2013)
Supervised subspace learning with multi-class Lagrangian SVM on the Grassmann Manifold
by: Pham, DucSon, et al.
Published: (2011)
by: Pham, DucSon, et al.
Published: (2011)
Joint learning and dictionary construction for pattern recognition
by: Pham, DucSon, et al.
Published: (2008)
by: Pham, DucSon, et al.
Published: (2008)
Robust learning of discriminative projection for multicategory classification on the Stiefel manifold
by: Pham, DucSon, et al.
Published: (2008)
by: Pham, DucSon, et al.
Published: (2008)
Effective Anomaly detection in Sensor Network Data Streams
by: Pham, DucSon, et al.
Published: (2009)
by: Pham, DucSon, et al.
Published: (2009)
CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features
by: Arandjelovic, O., et al.
Published: (2016)
by: Arandjelovic, O., et al.
Published: (2016)
Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
A novel information theoretic approach to wavelet feature selection for texture classification
by: Naseem, Imran, et al.
Published: (2012)
by: Naseem, Imran, et al.
Published: (2012)
Detection of dynamic background due to swaying movements from motion features
by: Pham, DucSon, et al.
Published: (2015)
by: Pham, DucSon, et al.
Published: (2015)
Viewpoint Distortion Compensation in Practical Surveillance Systems
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
Groupwise registration of aerial images
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
Efficient and accurate set-based registration of time-separated aerial images
by: Arandjelovic, O., et al.
Published: (2015)
by: Arandjelovic, O., et al.
Published: (2015)
Improved Impulse Noise Removal with Generalized Median Filter
by: Pham, DucSon
Published: (2015)
by: Pham, DucSon
Published: (2015)
A Digital Mixed Methods Research Design: Integrating Multimodal Analysis With Data Mining and Information Visualization for Big Data Analytics
by: O'Halloran, Kay, et al.
Published: (2017)
by: O'Halloran, Kay, et al.
Published: (2017)
Anomaly detection in large-scale data stream networks
by: Pham, DucSon, et al.
Published: (2014)
by: Pham, DucSon, et al.
Published: (2014)
Innovative sparse representation algorithms for robust face recognition
by: Qui, Huining, et al.
Published: (2011)
by: Qui, Huining, et al.
Published: (2011)
Bayesian minimax estimation of the normal model with incomplete prior covariance matrix specification
by: Pham, DucSon, et al.
Published: (2010)
by: Pham, DucSon, et al.
Published: (2010)
Analysis of multicomponent polynomial phase signals
by: Pham, DucSon, et al.
Published: (2007)
by: Pham, DucSon, et al.
Published: (2007)
Estimation of multicomponent polynomial phase signals with missing observations
by: Pham, DucSon, et al.
Published: (2008)
by: Pham, DucSon, et al.
Published: (2008)
A fast extension for sparse representation on robust face recognition
by: Qiu, Hui-ning, et al.
Published: (2010)
by: Qiu, Hui-ning, et al.
Published: (2010)
Quasi-Newton method for sparse matrix factorization with frobenius norm regularization
by: June, Leong Wah, et al.
Published: (2024)
by: June, Leong Wah, et al.
Published: (2024)
Similar Items
-
Mixed-norm sparse representation for multi view face recognition
by: Zhang, X., et al.
Published: (2015) -
Improved Subspace Clustering via Exploitation of Spatial Constraints
by: Pham, DucSon, et al.
Published: (2012) -
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013) -
Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013) -
Multi-View Subspace Clustering for Face Images
by: Zhang, X., et al.
Published: (2016)