Journals
A Comprehensive Performance Evaluation of Deformable Face Tracking In-the-Wild
G Chrysos, E Antonakos, P Snape, A Asthana, S Zafeiriou
International Journal of Computer Vision (IJCV), accepted for publication, Pages 1–22, 2017.
[PDF]
From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild
A Asthana, S Zafeiriou, G Tzimiropoulos, S Cheng and M Pantic
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 37, Issue 6, Pages 1312-1320, IEEE, 2015.
[PDF][SupplementDoc][Code]
Facial Performance Transfer via Deformable Models and Parametric Correspondence
A Asthana, M Hunty, A Dhall and R Goecke
IEEE Transactions on Visualization and Computer Graphics (TVCG), Volume 18, Issue 9, Pages 1511-1519, IEEE, 2012.
[PDF][SupplementVideos][ReadMe]
Regression Based Automatic Face Annotation for Deformable Model Building
A Asthana, S Lucey and R Goecke.
Pattern Recognition (PR), Volume 44, Issues 10-11, Pages 2598-2613, Elsevier, 2011.
[PDF][Demo][SupplementVideos]
Conferences
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
Q Zhao, M Xu, K Gupta, A Asthana, L Zheng and S Gould.
In Proc. of International Conference on Learning Representations (ICLR 2024), Vienna Austria, May 2024.
[PDF]
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks
K Gupta, A Asthana
In Proc. of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, January 2024
[PDF][Supplement]
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning
R Parameshwara, I Radwan, A Asthana, I Abbasnejad, R Subramanian, R Goecke
In Proc. of ACM International Conference on Multimedia (MM 2023), Ottawa, Canada, October 2023.
[PDF]
A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference
S Narayana, I Radwan, R Parameshwara, I Abbasnejad, A Asthana, R Subramanian, R Goecke
In Proc. of IEEE International Conference on Affective Computing and Intelligent Interaction (ACII 2023), Cambridge, MA, USA, September 2023.
[PDF]
Does Keypoint Estimation Benefit Object Detection? An Empirical Study of One-stage and Two-stage Detectors
Y Yang, A Asthana, L Zheng
In Proc. of IEEE International Conference on Automatic Face & Gesture Recognition (FG 2021), Jodhpur, India, December 2021
[PDF]
Estimation of Missing Human Body Parts via Bidirectional LSTM
I Radwan, A Asthana, H Ismail, B Keating, R Goecke
In Proc. of IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), Lille, France, May 2019
[PDF]
Face Fiducial Detection by Consensus of Exemplars
Mallikarjun B R, V Chari, A Asthana, C V Jawahar
In Proc. of IEEE Winter Conference on Applications of Computer Vision (WACV 2016), NY, USA, March 2016
[PDF] [ProjectPage] [Code]
Incremental Face Alignment in the Wild
A Asthana, S Zafeiriou, S Cheng and M Pantic
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, USA, June 2014.
[PDF][Project Page][YTCeleb Annotations]
3D Facial Geometric Features For Constrained Local Models
S Cheng, S Zafeiriou, A Asthana and M Pantic
In Proc. of IEEE International Conference on Image Processing (ICIP 2014), Paris, France, October 2014.
[PDF]
Hybrid Decision Forests for Prostate Segmentation in Multi-channel MR Images
Q Gao, A Asthana, T Tong, Y Hu, D Rueckert and P E Edwards
In Proc. of International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, August 2014.
[PDF]
Real-time generic face tracking in the wild with CUDA
S Cheng, A Asthana, S Zafeiriou, J Shen and M Pantic
In Proc. of ACM Multimedia Systems Conference (MMSys 2014), Singapore, March 2014.
[PDF]
Multi-scale Feature Learning on Pixel and Superpixel for Seminal Vesical MRI Segmentation
Q Gao, A Asthana, T Tong, D Rueckert and P E Edwards
In Proc. of SPIE Medical Imaging: Image processing (SPIE MI 2014), San Diego, California, USA, February 2014.
[PDF]
CLM-WILD: Real-Time Generic Face Tracker
A Asthana, S Cheng, J Shen, S Zafeiriou and M Pantic.
Demo at IEEE International Conference on Computer Vision (ICCV 2013), Sydney, Australia, December 2013.
Robust Discriminative Response Map Fitting with Constrained Local Models
A Asthana, S Zafeiriou, S Cheng and M Pantic
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, Oregon, USA, June 2013.
[PDF] [Project Page] [Matlab Code]
Fully Automatic Pose-Invariant Face Recognition via 3D Pose Normalization
A Asthana, T Marks, M J Jones, K H Tieu and Rohith MV
In Proc. of IEEE International Conference on Computer Vision (ICCV 2011), Barcelona, Spain, November 2011.
[PDF]
Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition
A Asthana, M J Jones, T K Marks, K H Tieu and R Goecke
In Proc. of British Machine Vision Conference (BMVC 2011), Dundee, Scotland, September 2011.
[PDF]
Emotion Recognition Using Shape and Appearance Features
A Dhall, A Asthana and R Goecke
2011 Facial Expression Recognition and Analysis Challenge (FERA 2011)
In Proc. of IEEE International Conference on Automatic Face & Gesture Recognition (FG 2011), Santa Barbara, USA, March 2011
[PDF]
A SSIM-Based Approach for Finding Similar Facial Expressions.
A Dhall, A Asthana and R Goecke
International Workshop on Emotion Synthesis, rePresentation, and Analysis in Continuous spaces (EmoSPACE 2011)
In Proc. of IEEE International Conference on Automatic Face & Gesture Recognition (FG 2011), Santa Barbara, USA, March 2011
[PDF]
Facial Expression Based Automatic Album Creation.
A Dhall, A Asthana and R Goecke
In Proc. of International Conference on Neural Information Processing (ICONIP 2010), Sydney, Australia, November 2010.
[PDF]
Illumination and Expression Invariant Face Recognition Using SSIM Based Sparse Representation.
A Khwaja, A Asthana and R Goecke.
In Proc. of International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, August 2010.
[PDF]
Linear Facial Expression Transfer With Active Appearance Models.
M Hunty, A Asthana and R Goecke.
In Proc. of International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, August 2010.
[PDF]
Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only.
A Asthana, R Goecke, N Quadrianto and T Gedeon.
In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Florida, USA, June 2009.
[PDF] [SupplementVideos] [SupplementDoc]
Learning-based Face Synthesis for Pose-Robust Recognition from Single Image.
A Asthana, C Sanderson, T Gedeon and R Goecke.
In Proc. of British Machine Vision Conference (BMVC 2009), London, UK, September 2009.
[PDF] [SupplementDoc]
Evaluating AAM Fitting Methods for Facial Expression Recognition.
A Asthana, J Saragih, M Wagner and R Goecke.
In Proc. of International Conference on Affective Computing & Intelligent Interaction (ACII 2009), Netherlands, September 2009.
[PDF] [SupplementVideos] [SupplementDoc]
Automatic Frontal Face Annotation and AAM Building for Arbitrary Expressions from a Single Frontal Image Only.
A Asthana, A Khwaja and R Goecke.
In Proc. of IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, November 2009.
[PDF]
A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition.
D Zhu, S Mendis, T Gedeon, A Asthana and R Goecke.
In Proc. of International Conference on Neural Information Processing (ICONIP 2008), Auckland, New Zealand, November 2008.
[PDF]
A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR.
R Goecke and A Asthana.
In Proc. of International Conference on Auditory-Visual Speech Processing (AVSP 2008), Moreton Island, Australia, September 2008.
[PDF]
Visual Vehicle Egomotion Estimation using the Fourier- Mellin Transform.
R Goecke, A Asthana and L Petersson.
In Proc. of IEEE Intelligent Vehicles Symposium (IEEE IV 2007), Istanbul, Turkey, June 2007.
[PDF]
PhD Thesis
The Utility of Synthetic Images for Face Modelling and Its Application
A Asthana
PhD Thesis, Research School of Engineering, Australian National University, Canberra, Australia, 2013.
[PDF] [ANU Link] *Thesis was accepted unconditionally and without any changes.