Akshay Asthana

According to our database, Akshay Asthana authored at least 33 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can We Predict Performance of Large Models across Vision-Language Tasks?

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

CoRR, 2024

Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks.

Kartik Gupta, Akshay Asthana

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection.

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?

Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning.

Ravikiran Parameshwara, Ibrahim Radwan, Akshay Asthana, Iman Abbasnejad, Ramanathan Subramanian, Roland Goecke

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference.

Soujanya Narayana, Ibrahim Radwan, Ravikiran Parameshwara, Iman Abbasnejad, Akshay Asthana, Ramanathan Subramanian, Roland Goecke

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2021

Does Keypoint Estimation Benefit Object Detection? An Empirical Study of One-stage and Two-stage Detectors.

Yang Yang, Akshay Asthana, Liang Zheng

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2019

Estimation of Missing Human Body Parts Via Bidirectional LSTM.

Ibrahim Radwan, Akshay Asthana, Hafsa Ismail, Byron W. Keating, Roland Goecke

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild".

Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou

Int. J. Comput. Vis., 2018

2016

Face fiducial detection by consensus of exemplars.

B. R. Mallikarjun, Visesh Chari, C. V. Jawahar, Akshay Asthana

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

2015

From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild.

Akshay Asthana, Stefanos Zafeiriou, Georgios Tzimiropoulos, Shiyang Cheng, Maja Pantic

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014

Real-time generic face tracking in the wild with CUDA.

Shiyang Cheng, Akshay Asthana, Stefanos Zafeiriou, Jie Shen, Maja Pantic

Proceedings of the Multimedia Systems Conference 2014, 2014

Multi-scale feature learning on pixels and super-pixels for seminal vesicles MRI segmentation.

Qinquan Gao, Akshay Asthana, Tong Tong, Daniel Rueckert, Philip J. Edwards

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Hybrid Decision Forests for Prostate Segmentation in Multi-channel MR Images.

Qinquan Gao, Akshay Asthana, Tong Tong, Yipeng Hu, Daniel Rueckert, Philip J. Edwards

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

3D facial geometric features for constrained local model.

Shiyang Cheng, Stefanos Zafeiriou, Akshay Asthana, Maja Pantic

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Incremental Face Alignment in the Wild.

Akshay Asthana, Stefanos Zafeiriou, Shiyang Cheng, Maja Pantic

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Robust Discriminative Response Map Fitting with Constrained Local Models.

Akshay Asthana, Stefanos Zafeiriou, Shiyang Cheng, Maja Pantic

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Facial Performance Transfer via Deformable Models and Parametric Correspondence.

Akshay Asthana, Miles de la Hunty, Abhinav Dhall, Roland Goecke

IEEE Trans. Vis. Comput. Graph., 2012

2011

Regression based automatic face annotation for deformable model building.

Akshay Asthana, Simon Lucey, Roland Goecke

Pattern Recognit., 2011

Fully automatic pose-invariant face recognition via 3D pose normalization.

Akshay Asthana, Tim K. Marks, Michael J. Jones, Kinh H. Tieu, M. V. Rohith

Proceedings of the IEEE International Conference on Computer Vision, 2011

Emotion recognition using PHOG and LPQ features.

Abhinav Dhall, Akshay Asthana, Roland Goecke, Tom Gedeon

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

A SSIM-based approach for finding similar facial expressions.

Abhinav Dhall, Akshay Asthana, Roland Goecke

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition.

Akshay Asthana, Michael J. Jones, Tim K. Marks, Kinh H. Tieu, Roland Goecke

Proceedings of the British Machine Vision Conference, 2011

2010

Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation.

Asim A. Khwaja, Akshay Asthana, Roland Goecke

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Linear Facial Expression Transfer with Active Appearance Models.

Miles de la Hunty, Akshay Asthana, Roland Goecke

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Facial Expression Based Automatic Album Creation.

Abhinav Dhall, Akshay Asthana, Roland Goecke

Proceedings of the Neural Information Processing. Models and Applications, 2010

2009

Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only.

Akshay Asthana, Asim A. Khwaja, Roland Goecke

Proceedings of the International Conference on Image Processing, 2009

Learning based automatic face annotation for arbitrary poses and expressions from frontal images only.

Akshay Asthana, Roland Goecke, Novi Quadrianto, Tom Gedeon

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image.

Akshay Asthana, Conrad Sanderson, Tamás D. Gedeon, Roland Göcke

Proceedings of the British Machine Vision Conference, 2009

Evaluating AAM fitting methods for facial expression recognition.

Akshay Asthana, Jason M. Saragih, Michael Wagner, Roland Goecke

Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008

Content Based Retrieval System for Archaeological Images.

Akshay Asthana, Ranjan Dutta, Anshul Jain, Deepak Gupta, Sanjay Goel

Proceedings of the 2008 International Conference on Image Processing, 2008

A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition.

Dingyun Zhu, B. Sumudu U. Mendis, Tom Gedeon, Akshay Asthana, Roland Goecke

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A comparative study of 2d and 3d lip tracking methods for AV ASR.

Roland Göcke, Akshay Asthana

Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008