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

Senjian An, Wanquan Liu, Svetha Venkatesh

Pattern Recognition

Support Vector MachineEngineeringMachine LearningData SciencePattern Recognition +8

Learning Clip Representations for Skeleton-Based 3D Action Recognition

Qiuhong Ke, Mohammed Bennamoun, Senjian An, +2

IEEE Transactions on Image Processing

EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationVideo Interpretation +17

Face Recognition Using Kernel Ridge Regression

Senjian An, Wanquan Liu, Svetha Venkatesh

EngineeringMachine LearningBiometricsFace RecognitionNovel Ridge Regression +14

Deep Reconstruction Models for Image Set Classification

Munawar Hayat, Mohammed Bennamoun, Senjian An

IEEE Transactions on Pattern Analysis and Machine Intelligence

Geometric LearningEngineeringMachine LearningDeep Reconstruction ModelsImage Classification +14

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

Qiuhong Ke, Senjian An, Mohammed Bennamoun, +2

IEEE Signal Processing Letters

EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationDeep Learning Network +15

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

Yanda Shao, Ling Li, Jun Li, +2

Engineering Structures

EngineeringStructural VibrationMechanical EngineeringVibration MeasurementMechanical Systems +8

Coral classification with hybrid feature representations

Ammar Mahmood, Mohammed Bennamoun, Senjian An, +5

Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionOceanography +15

Deep Image Representations for Coral Image Classification

Ammar Mahmood, Mohammed Bennamoun, Senjian An, +5

IEEE Journal of Oceanic Engineering

Convolutional Neural NetworkEngineeringMachine LearningCoral EcosystemsDeep-sea Ecology +14

Automatic annotation of coral reefs using deep learning

Ammar Mahmood, Mohammed Bennamoun, Senjian An, +5

Convolutional Neural NetworkEngineeringMachine LearningDeep-sea EcologyCoral Ecosystems +17

Learning Latent Global Network for Skeleton-Based Action Prediction

Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, +3

IEEE Transactions on Image Processing

Geometric LearningEngineeringMachine LearningHuman Pose EstimationVideo Interpretation +16