Senjian An

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 37

Top Topics

Linear Separability

Feature Representations

Image Classification

Action Recognition

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Ruhua Wang, Senjian An, Wanquan Liu, Ling Li
Invertible Residual Blocks in Deep Learning Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Qilin Li, Senjian An, Ling Li, Wanquan Liu, Yanda Shao
Multi-View Diffusion Process for Spectral Clustering and Image Retrieval. IEEE Trans. Image Process. 32 (2023)
Jie Liu, Qilin Li, Senjian An, Bradley Ezard, Ling Li
EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series. CoRR (2023)
Yiwei Liu, Ling Li, Senjian An, Petra Helmholz, Richard Palmer, Gareth Baynam
3D Face Reconstruction with Mobile Phone Cameras for Rare Disease Diagnosis. AI (2022)
Lu Tan, Ling Li, Wan Quan Liu, Senjian An, Kylie Munyard
Unsupervised learning of multi-task deep variational model. J. Vis. Commun. Image Represent. 87 (2022)
Qilin Li, Senjian An, Wanquan Liu, Ling Li
Semisupervised Learning on Graphs With an Alternating Diffusion Process. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Ruhua Wang, Senjian An, Wanquan Liu, Ling Li
Fixed-point algorithms for inverse of residual rectifier neural networks. Math. Found. Comput. 4 (1) (2021)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Automatic Hierarchical Classification of Kelps Using Deep Residual Features. Sensors 20 (2) (2020)
Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. 29 (2020)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. 93 (2020)
Zhen Peng, Wanquan Liu, Senjian An
Haze pollution causality mining and prediction based on multi-dimensional time series with PS-FCM. Inf. Sci. 523 (2020)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Hierarchical Classification of Kelps utilizing Deep Residual Features. CoRR (2019)
Jiayi Zhu, Senjian An, Wanquan Liu, Ling Li
Improved Algorithms for Zero Shot Image Super-Resolution with Parametric Rectifiers. ADMA (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN (2019)
Senjian An, Yiwei Liu, Wanquan Liu, Ling Li
Efficient Gaussian Distance Transforms for Image Processing. ADMA (2019)
Qilin Li, Senjian An, Ling Li, Wanquan Liu
Semi-supervised Learning on Graph with an Alternating Diffusion Process. CoRR (2019)
Lu Tan, Ling Li, Senjian An, Zhenkuan Pan
Nonlinear diffusion based image segmentation using two fast algorithms. Math. Found. Comput. 2 (2) (2019)
Munawar Hayat, Mohammed Bennamoun, Senjian An
Response to "Ghost Numbers". IEEE Trans. Pattern Anal. Mach. Intell. 40 (10) (2018)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. 27 (6) (2018)
Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. ICASSP (2018)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. 20 (7) (2018)
Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) (2018)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Sohel
Exploiting layerwise convexity of rectifier networks with sign constrained weights. Neural Networks 105 (2018)
Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Identity Adaptation for Person Re-Identification. IEEE Access 6 (2018)
Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. 24 (6) (2017)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR (2017)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
Resfeats: Residual network based features for image classification. ICIP (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR (2017)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Jiankun Hu
From Deep to Shallow: Transformations of Deep Rectifier Networks. CoRR (2017)
Senjian An, Mohammed Bennamoun, Farid Boussaïd
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries. CoRR (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR (2016)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher
Coral classification with hybrid feature representations. ICIP (2016)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
ResFeats: Residual Network Based Features for Image Classification. CoRR (2016)
Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. IEEE Trans. Image Process. 25 (10) (2016)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) (2016)
Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. CoRR (2015)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. 22 (2) (2015)
Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV (2015)
Senjian An, Farid Boussaïd, Mohammed Bennamoun
How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML (2015)
Munawar Hayat, Mohammed Bennamoun, Senjian An
Deep Reconstruction Models for Image Set Classification. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) (2015)
Billy Y. L. Li, Wanquan Liu, Senjian An, Aneesh Krishna
Robust Face Recognition by Utilizing Color Information and Sparse Representation. Int. J. Pattern Recognit. Artif. Intell. 28 (3) (2014)
Munawar Hayat, Mohammed Bennamoun, Senjian An
Learning Non-linear Reconstruction Models for Image Set Classification. CVPR (2014)
Munawar Hayat, Mohammed Bennamoun, Senjian An
Reverse Training: An Efficient Approach for Image Set Classification. ECCV (6) (2014)
Antoni Liang, Senjian An, Wanquan Liu
Efficient sub-window search with fixed shape sub-windows. Int. J. Mach. Learn. Cybern. 4 (1) (2013)
Billy Y. L. Li, Wanquan Liu, Senjian An, Aneesh Krishna
Tensor based robust color face recognition. ICPR (2012)
Billy Y. L. Li, Wanquan Liu, Senjian An, Aneesh Krishna, Tianwei Xu
Face recognition using various scales of discriminant color space transform. Neurocomputing 94 (2012)
Billy Y. L. Li, Senjian An, Wanquan Liu, Aneesh Krishna
The MCF Model: Utilizing Multiple Colors for Face Recognition. ICIG (2011)
Senjian An, Wanquan Liu, Svetha Venkatesh, Hong Yan
Unified formulation of linear discriminant analysis methods and optimal parameter selection. Pattern Recognit. 44 (2) (2011)
Ke Fan, Wanquan Liu, Senjian An, Xiaoming Chen
Margin Preserving Projection for Image Set Based Face Recognition. ICONIP (2) (2011)
Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh
Efficient subwindow search with submodular score functions. CVPR (2011)
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
An Innovative Weighted 2DLDA Approach for Face Recognition. J. Signal Process. Syst. 65 (1) (2011)
Xiaoming Chen, Senjian An, Wanquan Liu, Wanqing Li
Object Detection by Admissible Region Search. Australasian Conference on Artificial Intelligence (2011)
Antoni Liang, Senjian An, Wanquan Liu
Fast Sub-window Search with Square Shape. Australasian Conference on Artificial Intelligence (2011)
Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh, Xiaoming Chen
Exploiting Monge structures in optimum subwindow search. CVPR (2010)
Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh
Efficient algorithms for subwindow search in object detection and localization. CVPR (2009)
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
An Innovative Weighted 2DLDA Approach for Face Recognition. PCM (2009)
Fang Chen, Senjian An, Wanquan Liu
A New Face Recognition Approach to Boosting the Worst-Case Performance. PCM (2008)
Senjian An, Wanquan Liu, Svetha Venkatesh
Exploiting side information in locality preserving projection. CVPR (2008)
Chong Lu, Wanquan Liu, Senjian An
A simplified GLRAM algorithm for face recognition. Neurocomputing 72 (1-3) (2008)
Chong Lu, Wanquan Liu, Xiaodong Liu, Senjian An
Double Sides 2DPCA for Face Recognition. ICIC (1) (2008)
Ronny Tjahyadi, Wanquan Liu, Senjian An, Svetha Venkatesh
Face Recognition via the Overlapping Energy Histogram. IJCAI (2007)
Senjian An, Wanquan Liu, Svetha Venkatesh
Face Recognition Using Kernel Ridge Regression. CVPR (2007)
Senjian An, Wanquan Liu, Svetha Venkatesh
Acquiring Critical Light Points for Illumination Subspaces of Face Images by Affinity Propagation Clustering. PCM (2007)
Ronny Tjahyadi, Wanquan Liu, Senjian An, Svetha Venkatesh
Face recognition based on ordinal correlation. Int. J. Intell. Syst. Technol. Appl. 3 (3/4) (2007)
Senjian An, Wanquan Liu, Svetha Venkatesh
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression. Pattern Recognit. 40 (8) (2007)
Senjian An, Wanquan Liu, Svetha Venkatesh, Ronny Tjahyadi
A Fast Feature-based Dimension Reduction Algorithm for Kernel Classifiers. Neural Process. Lett. 24 (2) (2006)
Senjian An, Wanquan Liu, Svetha Venkatesh
Efficient Cross-validation of the Complete Two Stages in KFD Classifier Formulation. ICPR (3) (2006)
Senjian An, Jonathan H. Manton, Yingbo Hua
A sequential subspace method for blind identification of general FIR MIMO channels. IEEE Trans. Signal Process. 53 (10) (2005)
Senjian An, Wanquan Liu, Svetha Venkatesh
Fast cross-validation of kernel Fisher discriminant classifiers. ICMLA (2005)
Senjian An, Yingbo Hua, Jonathan H. Manton, Zheng Fang
Group decorrelation enhanced subspace method for identifying FIR MIMO channels driven by unknown uncorrelated colored sources. IEEE Trans. Signal Process. 53 (12) (2005)
Senjian An, Wanquan Liu
Robust D-stability with mixed-type uncertainties. IEEE Trans. Autom. Control. 49 (10) (2004)
Senjian An, Wanquan Liu, Jonathan H. Manton
Convex directions for nested Hurwitz polynomials. CDC (2003)
Yingbo Hua, Senjian An, Yong Xiang
Blind identification of FIR MIMO channels by decorrelating subchannels. IEEE Trans. Signal Process. 51 (5) (2003)
Senjian An, Yingbo Hua, Jonathan H. Manton
Blind identification of FIR MIMO channels by group decorrelation. ICASSP (5) (2003)
Yong Xiang, Yingbo Hua, Senjian An, Alex Acero
Separating colorred signals distorted by convolutive channels using diagonal constrained decorrelation. ICASSP (2002)
Yong Xiang, Yingbo Hua, Senjian An, Alex Acero
Experimental investigation of delayed instantaneous demixer for speech enhancement. ICASSP (2001)
Yingbo Hua, Senjian An, Yong Xiang
Blind identification and equalization of FIR MIMO channels by BIDS. ICASSP (2001)
Senjian An, Wanquan Liu
Robust stability of polynomials with nonlinear dependent coefficient perturbations. CDC (2001)
Senjian An, Yingbo Hua
Blind signal separation and blind system identification of irreducible MIMO channels. ISSPA (2001)
Senjian An, Lin Huang, Enping Wang
problems of weighted interval plants. IEEE Trans. Autom. Control. 45 (2) (2000)
Senjian An, Xiheng Hu, Branka Vucetic, Wanquan Liu
performance of weighted interval plants. CDC (2000)