Senjian An

发表

Hierarchical Classification of Kelps utilizing Deep Residual Features.

Robert B. Fisher, Mohammed Bennamoun, Farid Boussaid, 2019 .

A New Representation of Skeleton Sequences for 3D Action Recognition

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Unified formulation of linear discriminant analysis methods and optimal parameter selection

Hong Yan, Svetha Venkatesh, Wanquan Liu, 2011, Pattern Recognit..

Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction

Mohammed Bennamoun, Farid Boussaid, Senjian An, 2018, IEEE Transactions on Multimedia.

A simplified GLRAM algorithm for face recognition

Wanquan Liu, Senjian An, Chong Lu, 2008, Neurocomputing.

An Innovative Weighted 2DLDA Approach for Face Recognition

Xiaodong Liu, Wanquan Liu, Senjian An, 2011, J. Signal Process. Syst..

Deep residual network framework for structural health monitoring

Senjian An, Hong Hao, Wanquan Liu, 2020 .

Face Recognition via the Overlapping Energy Histogram

Svetha Venkatesh, Wanquan Liu, Ronny Tjahyadi, 2007, IJCAI.

Learning Latent Global Network for Skeleton-Based Action Prediction

Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, 2020, IEEE Transactions on Image Processing.

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification

Mohammed Bennamoun, Senjian An, Munawar Hayat, 2015, IEEE Transactions on Image Processing.

The MCF Model: Utilizing Multiple Colors for Face Recognition

Aneesh Krishna, Wanquan Liu, Senjian An, 2011, 2011 Sixth International Conference on Image and Graphics.

Face recognition via incremental 2DPCA

Svetha Venkatesh, Wanquan Liu, Senjian An, 2007, IJCAI 2007.

Deep Reconstruction Models for Image Set Classification

Mohammed Bennamoun, Senjian An, Munawar Hayat, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Blind source separation based on phase and frequency redundancy of cyclostationary signals

Wensheng Yu, Yong Xiang, Senjian An, 2004 .

Efficient Gaussian Distance Transforms for Image Processing

Yiwei Liu, Ling Li, Senjian An, 2019, ADMA.

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2018, ACCV.

Exploiting side information in locality preserving projection

Svetha Venkatesh, Wanquan Liu, Senjian An, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

A Fast Feature-based Dimension Reduction Algorithm for Kernel Classifiers

Svetha Venkatesh, Wanquan Liu, Ronny Tjahyadi, 2006, Neural Processing Letters.

Separating colorred signals distorted by convolutive channels using diagonal constrained decorrelation

Alex Acero, Yingbo Hua, Senjian An, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Deep Learning for Driverless Vehicles

Mohammed Bennamoun, Senjian An, Hossein Rahmani, 2019, Handbook of Deep Learning Applications.

Face Recognition based on Ordinal Correlation Approach

S. Venkatesh, Wanquan Liu, Senjian An, 2005, 2005 International Conference on Intelligent Sensors, Sensor Networks and Information Processing.

Face recognition based on ordinal correlation

Svetha Venkatesh, Wanquan Liu, Ronny Tjahyadi, 2008, Int. J. Intell. Syst. Technol. Appl..

Forward-looking sonar image registration using polar transform

Jian Zhang, Mohammed Bennamoun, Senjian An, 2016, OCEANS 2016 MTS/IEEE Monterey.

Nonlinear diffusion based image segmentation using two fast algorithms

Zhenkuan Pan, Senjian An, Ling Li, 2019, Math. Found. Comput..

Computer Vision for Human-Machine Interaction

Mohammed Bennamoun, Farid Boussaid, Jun Liu, 2018 .

Coral classification with hybrid feature representations

Robert B. Fisher, Mohammed Bennamoun, Farid Boussaïd, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries pdf

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2017, ArXiv.

Blind identification of FIR MIMO channels by group decorrelation

Yingbo Hua, Jonathan H. Manton, Senjian An, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Robust Face Recognition by Utilizing Color Information and Sparse Representation

Aneesh Krishna, Wanquan Liu, Senjian An, 2014, Int. J. Pattern Recognit. Artif. Intell..

Human Interaction Prediction Using Deep Temporal Features

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2016, ECCV Workshops.

Hierarchical Classification of Kelps utilizing Deep Residual Features

Robert B. Fisher, Mohammed Bennamoun, Farid Boussaïd, 2019, ArXiv.

Learning Non-linear Reconstruction Models for Image Set Classification

Mohammed Bennamoun, Senjian An, Munawar Hayat, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Handbook on Neural Computation

Mohammed Bennamoun, Farid Boussaid, Ammar Mahmood, 2017 .

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Efficient subwindow search with submodular score functions

Svetha Venkatesh, Wanquan Liu, Senjian An, 2011, CVPR 2011.

NSCT-based fusion method for forward-looking sonar image mosaic

Mohammed Bennamoun, Jian Zhang, Senjian An, 2017 .

Identity Adaptation for Person Re-Identification

Mohammed Bennamoun, Farid Boussaid, Senjian An, 2018, IEEE Access.

Fast exact cross-validation of least squares support vector machines

Svetha Venkatesh, Wanquan Liu, Senjian An, 2005 .

Deep Learning for Marine Species Recognition

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2019, Handbook of Deep Learning Applications.

Object Detection by Admissible Region Search

Xiaoming Chen, Wanqing Li, Wanquan Liu, 2011, Australasian Conference on Artificial Intelligence.

Tensor based robust color face recognition

Aneesh Krishna, Wanquan Liu, Senjian An, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Double Sides 2DPCA for Face Recognition

Xiaodong Liu, Wanquan Liu, Senjian An, 2008, ICIC.

Efficient Cross-validation of the Complete Two Stages in KFD Classifier Formulation

Svetha Venkatesh, Wanquan Liu, Senjian An, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Efficient algorithms for subwindow search in object detection and localization

Svetha Venkatesh, Wanquan Liu, Senjian An, 2009, CVPR 2009.

Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2017, Neural Networks.

Haze pollution causality mining and prediction based on multi-dimensional time series with PS-FCM

Senjian An, Wanquan Liu, Zhen Peng, 2020, Inf. Sci..

From Deep to Shallow: Transformations of Deep Rectifier Networks pdf

Jiankun Hu, Mohammed Bennamoun, Farid Boussaïd, 2017, ArXiv.

An Innovative Weighted 2DLDA Approach for Face Recognition

Xiaodong Liu, Wanquan Liu, Senjian An, 2009, PCM.

Efficient algorithms for subwindow search in object detection and localization

Svetha Venkatesh, Wanquan Liu, Senjian An, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Face recognition using various scales of discriminant color space transform

Aneesh Krishna, Wanquan Liu, Senjian An, 2012, Neurocomputing.

Reverse Training: An Efficient Approach for Image Set Classification

Mohammed Bennamoun, Senjian An, Munawar Hayat, 2014, ECCV.

An Improved Approach to Weakly Supervised Semantic Segmentation

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-supervised Learning on Graph with an Alternating Diffusion Process

Ling Li, Wanquan Liu, Qilin Li, 2020, IEEE transactions on neural networks and learning systems.

Efficient sub-window search with fixed shape sub-windows

Wanquan Liu, Senjian An, Antoni Liang, 2013, Int. J. Mach. Learn. Cybern..

Face Recognition Using Kernel Ridge Regression

Svetha Venkatesh, Wanquan Liu, Senjian An, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

ResFeats: Residual network based features for underwater image classification

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2020, Image Vis. Comput..

Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction pdf

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2016, ArXiv.

Identification of unknown uncorrelated colored signals distorted by unknown convolutive channels

Yong Xiang, Senjian An, Yingbo Hua, 2003 .

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2017, IEEE Signal Processing Letters.

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Resfeats: Residual network based features for image classification

Mohammed Bennamoun, Ammar Mahmood, Senjian An, 2016, 2017 IEEE International Conference on Image Processing (ICIP).

Blind identification of FIR MIMO channels by decorrelating subchannels

Yingbo Hua, Senjian An, Yong Xiang, 2003, IEEE Trans. Signal Process..

Improved Algorithms for Zero Shot Image Super-Resolution with Parametric Rectifiers

Ling Li, Senjian An, Wanquan Liu, 2019, ADMA.

How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances?

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2015, ICML.

Acquiring Critical Light Points for Illumination Subspaces of Face Images by Affinity Propagation Clustering

Svetha Venkatesh, Wanquan Liu, Senjian An, 2007, PCM.

Robust D-stability with mixed-type uncertainties

Wanquan Liu, Senjian An, 2004, IEEE Trans. Autom. Control..

Experimental investigation of delayed instantaneous demixer for speech enhancement

Alex Acero, Yingbo Hua, Senjian An, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

A New Face Recognition Approach to Boosting the Worst-Case Performance

Fang Chen, Wanquan Liu, Senjian An, 2008, PCM.

Quantitative Error Analysis of Bilateral Filtering

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2015, IEEE Signal Processing Letters.

Fast cross-validation of kernel Fisher discriminant classifiers

Svetha Venkatesh, Wanquan Liu, Senjian An, 2005, Fourth International Conference on Machine Learning and Applications (ICMLA'05).

Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

Senjian An, Svetha Venkatesh, Wanquan Liu, 2007, Pattern Recognit..

On the parametric H∞ problems of weighted interval plants

Lin Huang, Senjian An, Enping Wang, 2000, IEEE Trans. Autom. Control..

Fast Sub-window Search with Square Shape

Wanquan Liu, Senjian An, Antoni Liang, 2011, Australasian Conference on Artificial Intelligence.

Exploiting Monge structures in optimum subwindow search

Xiaoming Chen, Svetha Venkatesh, Wanquan Liu, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Blind signal separation and blind system identification of irreducible MIMO channels

Yingbo Hua, Senjian An, 2001, Proceedings of the Sixth International Symposium on Signal Processing and its Applications (Cat.No.01EX467).

Blind identification and equalization of FIR MIMO channels by BIDS

Yingbo Hua, Senjian An, Yong Xiang, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

Mohammed Bennamoun, Farid Boussaïd, Senjian An, 2015, ECML/PKDD.

Coral Classification Using DenseNet and Cross-modality Transfer Learning

Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Margin Preserving Projection for Image Set Based Face Recognition

Xiaoming Chen, Wanquan Liu, Senjian An, 2011, ICONIP.

A simple approach for weakly supervised semantic segmentation

Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, 2019, ICASSP 2019.

Learning Clip Representations for Skeleton-Based 3D Action Recognition

Mohammed Bennamoun, Farid Boussaid, Senjian An, 2018, IEEE Transactions on Image Processing.

Response to “Ghost Numbers”

Mohammed Bennamoun, Senjian An, Munawar Hayat, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Densely connected convolutional networks for vibration based structural damage identification

Senjian An, Wanquan Liu, Chencho, 2021 .

Computer vision based target-free 3D vibration displacement measurement of structures

Senjian An, Jun Li, Hong Hao, 2021 .

Fixed-point algorithms for inverse of residual rectifier neural networks

Ling Li, Senjian An, Wanquan Liu, 2021, Math. Found. Comput..

Face Recognition with Only One Training Sample

Senjian An, Wanquan Liu, Chong Lu, 2006, 2006 Chinese Control Conference.

Deep Image Representations for Coral Image Classification

Robert B. Fisher, Mohammed Bennamoun, Farid Boussaid, 2019, IEEE Journal of Oceanic Engineering.