Locality preserving CCA with applications to data visualization and pose estimation
Image and Vision Computing
Development of head gesture interface for electric wheelchair
Proceedings of the 1st international convention on Rehabilitation engineering & assistive technology: in conjunction with 1st Tan Tock Seng Hospital Neurorehabilitation Meeting
Person-independent head pose estimation using biased manifold embedding
EURASIP Journal on Advances in Signal Processing
Learning a Person-Independent Representation for Precise 3D Pose Estimation
Multimodal Technologies for Perception of Humans
Head Pose Estimation Based on Tensor Factorization
Neural Information Processing
Monitoring visual focus of attention via local discriminant projection
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Toward fully automated face pose estimation
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Synchronized submanifold embedding for person-independent pose estimation and beyond
IEEE Transactions on Image Processing
Vibrotactile rendering of head gestures for controlling electric wheelchair
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Cluster-based distributed face tracking in camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
3D head pose estimation and tracking using particle filtering and ICP algorithm
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Robust head pose estimation using supervised manifold learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Robust Positive semidefinite L-Isomap Ensemble
Pattern Recognition Letters
Coarse head pose estimation of construction equipment operators to formulate dynamic blind spots
Advanced Engineering Informatics
Head pose estimation based on manifold embedding and distance metric learning
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
A real-time system for head tracking and pose estimation
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Statistical framework for facial pose classification
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Parameterless Local Discriminant Embedding
Neural Processing Letters
Robust frontal view search using extended manifold learning
Journal of Visual Communication and Image Representation
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In this paper we propose an Isomap-based nonlinear alternative to the linear subspace method for manifold representation of view-varying faces. Being interested in user-independent head pose estimation, we extend the Isomap model [A global geometric framework for nonlinear dimensionality reduction] to beable to map (high-dimensional) input data points which are not in the training data set into the dimensionality-reduced space found by the model. From this representation, a pose parameter map relating the input face samples to view angles is learnt. The proposed method is evaluated on a large database of multi-view face images in comparison to two other recently proposed subspace methods.