FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism

Wei Chen, Xi Jia, Hyung Jin Chang, +3

EngineeringMachine Learning3D Pose EstimationMonocular Rgb-d ImageScene Modeling +18

G2L-Net: Global to Local Network for Real-Time 6D Pose Estimation With Embedding Vector Features

Wei Chen, Xi Jia, Hyung Jin Chang, +2

EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationPoint Cloud Processing +17

Hand-Crafted Feature Guided Deep Learning for Facial Expression Recognition

Guohang Zeng, Jiancan Zhou, Xi Jia, +2

Ck+ DatasetConvolutional Neural NetworkEngineeringMachine LearningBiometrics +16

Sparse deep feature learning for facial expression recognition

Weicheng Xie, Xi Jia, Linlin Shen, +1

Pattern Recognition

Sparse RepresentationEngineeringMachine LearningData ScienceFacial Expression Recognition +5

Deep cross residual network for HEp-2 cell staining pattern classification

Linlin Shen, Xi Jia, Yuexiang Li

Pattern Recognition

Convolutional Neural NetworkImage ClassificationImage AnalysisMachine LearningEngineering +12

Learning a Model-Driven Variational Network for Deformable Image Registration

Xi Jia, Alexander Thorley, Wei Chen, +9

IEEE Transactions on Medical Imaging

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +16

Deep convolutional neural network based HEp-2 cell classification

Xi Jia, Linlin Shen, Xiande Zhou, +1

Convolutional Neural NetworkHep-2 Cell ClassificationEngineeringMachine LearningImmunology +17

UniFace: Unified Cross-Entropy Loss for Deep Face Recognition

Jiancan Zhou, Xi Jia, Qiufu Li, +2

EngineeringMachine LearningBiometricsFace DetectionFacial Recognition System +14

Improved softmax loss for deep learning‐based face and expression recognition

Jiancan Zhou, Xi Jia, Linlin Shen, +2

Cognitive Computation and Systems

Arbitrary Order Total Variation for Deformable Image Registration

Jinming Duan, Xi Jia, Joseph W. Bartlett, +2

Pattern Recognition