Dr Akshay Asthana
PhD in Computer Vision, Australian National University (2013)
Honorary Senior Lecturer
ANU College of Engineering, Computing and Cybernetics
Areas of expertise
- Image Processing 080106
- Computer Vision 080104
- Artificial Intelligence 4602
- Machine Learning 4611
- Deep Learning 461103
Publications
- Asthana, A, Delahunty, M, Dhall, A et al. 2012, 'Facial Performance Transfer via Deformable Models and Parametric Correspondence', IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 9, pp. 1511-1519.
- Asthana, A, Marks, T, Jones, M et al 2011, 'Fully automatic pose-invariant face recognition via 3D pose normalization', IEEE International Conference on Computer Vision (ICCV 2011), Curran Associates, Inc., Washington USA, pp. 937-944.
- Asthana, A, Jones, M, Marks, T et al 2011, 'Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition', British Machine Vision Conference (BMVC 2011), ed. Hoey, Jesse and McKenna, Stephen and Trucco, Emanuele, BVMA Press, Unknown, pp. 1-11.
- Asthana, A, Lucey, S & Goecke, R 2011, 'Regression based automatic face annotation for deformable model building', Pattern Recognition, vol. 44, no. 10-11, pp. 2598-2613.
- Dhall, A, Asthana, A & Goecke, R 2011, 'A SSIM-Based Approach for Finding Similar Facial Expressions', International Conference on Automatic Face and Gesture Recognition (FG 2011), ed. Unknown, IEEE Computer Society, Washington DC USA, p. 6.
- Dhall, A, Asthana, A, Goecke, R et al. 2011, 'Emotion Recognition Using PHOG and LPQ features', International Conference on Automatic Face and Gesture Recognition (FG 2011), ed. Unknown, IEEE Computer Society, Washington DC USA, p. 6.
- Delahunty, M, Asthana, A & Goecke, R 2010, 'Linear Facial Expression Transfer With Active Appearance Models', International Conference on Pattern Recognition (ICPR 2010), ed. Conference Program Committee, IEEE, Piscataway USA, pp. 3789-3792.
- Khwaja, A, Asthana, A & Goecke, R 2010, 'Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation', International Conference on Pattern Recognition (ICPR 2010), ed. Conference Program Committee, IEEE, Piscataway USA, pp. 1-4.
- Dhall, A, Asthana, A & Goecke, R 2010, 'Facial Expression Based Automatic Album Creation', International Conference on Neural Information Processing (ICONIP 2010), ed. Conference Program Committee, Springer, Berlin, Heidelberg, pp. 485-492.
- Asthana, A, Sanderson, C, Gedeon, T et al. 2009, 'Learning-based Face Synthesis for Pose-Robust Recognition from Single Image', British Machine Vision Conference (BMVC 2009), ed. Andrea Cavallaro, Simon Prince, Daniel C. Alexander, BMVC, London, pp. 1-10.
- Asthana, A, Goecke, R, Quadrianto, N et al. 2009, 'Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only', Computer Vision and Pattern Recognition Conference (CVPR 2009), ed. Pat Flynn, Eric Mortensen, Institute of Electrical and Electronics Engineers (IEEE Inc), Miami, USA, pp. 1635-1642.
- Asthana, A, Saragih, J, Wagner, M et al 2009, 'Evaluating AAM Fitting Methods for Facial Expression Recognition', International Conference on Affective Computing & Intelligent Interaction (ACII 2009), ed. C. Muehl, D. Heylen, A. Nijholt, Institute of Electrical and Electronics Engineers (IEEE Inc), Los Alamitos, USA, pp. 598-605.
- Asthana, A, Khwaja, A & Goecke, R 2009, 'Automatic Frontal Face Annotation and AAM Building for Arbitrary Expressions from a Single Frontal Image Only', IEEE International Conference on Image Processing 2009, ed. Magdy Bayoumi, Institute of Electrical and Electronics Engineers (IEEE Inc), Egypt, pp. 2445-2448.
- Zhu, D, Mendis, B, Gedeon, T et al. 2008, 'A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition', International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (APNNA 2008), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Berlin Heidelberg Germany, pp. 655-662.
- Goecke, R & Asthana, A 2008, 'A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR', International Conference on Auditory-Visual Speech Processing (AVSP 2008), Auditory-Visual Speech Association (AVISA), Moreton Island Australia, pp. 235-240.
