Akshay Asthana

2.0k citations

27 papers · 1.4k indexed · 2 hit papers · h-index 13

Computer Vision and Pattern Recognition top 1%
Experimental and Cognitive Psychology top 5%
Signal Processing top 2%
Artificial Intelligence top 10%
Biomedical Engineering

Co-authors: Stefanos Zafeiriou Maja Pantić Shiyang Cheng Roland Goecke Abhinav Dhall Tom Gedeon Tim K. Marks Kinh Tieu
Topics: Face recognition and analysis (19 papers)Face and Expression Recognition (17 papers)Video Surveillance and Tracking Methods (7 papers)
Cited by: Computer Vision and Pattern Recognition Signal Processing Experimental and Cognitive Psychology
Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence Pattern Recognition International Journal of Computer Vision
Partner nations: Australia United Kingdom Netherlands

In The Last Decade

Akshay Asthana

27 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Robust Discriminative Response Map Fitting with Constrained Local Models

2013 399 citations Akshay Asthana, Stefanos Zafeiriou et al. University of Twente Research Information profile →
Incremental Face Alignment in the Wild

2014 290 citations Akshay Asthana, Stefanos Zafeiriou et al. University of Twente Research Information profile →

Peers

Countries citing papers authored by Akshay Asthana

Since Specialization

Citations

This map shows the geographic impact of Akshay Asthana's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Akshay Asthana with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Akshay Asthana more than expected).

Fields of papers citing papers by Akshay Asthana

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Akshay Asthana. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Akshay Asthana. The network helps show where Akshay Asthana may publish in the future.

Co-authorship network of co-authors of Akshay Asthana

This figure shows the co-authorship network connecting the top 25 collaborators of Akshay Asthana. A scholar is included among the top collaborators of Akshay Asthana based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Akshay Asthana. Akshay Asthana is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks 2024 ·(unknown),Akshay Asthana	3
2	Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning 2023 ·UNSWorks (University of New South Wales, Sydney, Australia) ·(unknown),Ibrahim Radwan,Akshay Asthana,(unknown),Ramanathan Subramanian,Roland Goecke	4
3	A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference 2023 ·UNSWorks (University of New South Wales, Sydney, Australia) ·(unknown),Ibrahim Radwan,(unknown),(unknown),Akshay Asthana,Ramanathan Subramanian,Roland Goecke	2
4	Estimation of Missing Human Body Parts Via Bidirectional LSTM 2019 ·Ibrahim Radwan,Akshay Asthana,(unknown),Byron Keating,Roland Goecke	2
5	A Comprehensive Performance Evaluation of Deformable Face Tracking “In-the-Wild” 2017 ·International Journal of Computer Vision ·Grigorios G. Chrysos,Epameinondas Antonakos,Patrick Snape,Akshay Asthana,Stefanos Zafeiriou	85
6	Face fiducial detection by consensus of exemplars 2016 ·(unknown),Visesh Chari,C. V. Jawahar,Akshay Asthana	3
7	From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild 2014 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Akshay Asthana,Stefanos Zafeiriou,Georgios Tzimiropoulos,Shiyang Cheng,Maja Pantić	30
8	3D facial geometric features for constrained local model 2014 ·University of Twente Research Information ·Shiyang Cheng,Stefanos Zafeiriou,Akshay Asthana,Maja Pantić	11
9	Incremental Face Alignment in the Wildbreakdown → 2014 ·University of Twente Research Information ·Akshay Asthana,Stefanos Zafeiriou,Shiyang Cheng,Maja Pantić	290
10	Multi-scale feature learning on pixels and super-pixels for seminal vesicles MRI segmentation 2014 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Qinquan Gao,Akshay Asthana,Tong Tong,Daniel Rueckert,Phil Edwards	7
11	Robust Discriminative Response Map Fitting with Constrained Local Modelsbreakdown → 2013 ·University of Twente Research Information ·Akshay Asthana,Stefanos Zafeiriou,Shiyang Cheng,Maja Pantić	399
12	Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition 2011 ·ANU Open Research (Australian National University) ·Akshay Asthana,Michael Jones,Tim K. Marks,Kinh Tieu,Roland Goecke	20
13	Fully automatic pose-invariant face recognition via 3D pose normalization 2011 ·ANU Open Research (Australian National University) ·Akshay Asthana,Tim K. Marks,Michael Jones,Kinh Tieu,Rohith MV	163
14	A SSIM-based approach for finding similar facial expressions 2011 ·ANU Open Research (Australian National University) ·Abhinav Dhall,Akshay Asthana,Roland Goecke	5
15	Facial Performance Transfer via Deformable Models and Parametric Correspondence 2011 ·IEEE Transactions on Visualization and Computer Graphics ·Akshay Asthana,(unknown),Abhinav Dhall,Roland Goecke	14
16	Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation 2010 ·ANU Open Research (Australian National University) ·(unknown),Akshay Asthana,Roland Goecke	4
17	Linear Facial Expression Transfer with Active Appearance Models 2010 ·ANU Open Research (Australian National University) ·(unknown),Akshay Asthana,Roland Goecke	7
18	Learning-based Face Synthesis for Pose-Robust Recognition from Single Image 2009 ·ANU Open Research (Australian National University) ·Akshay Asthana,Conrad Sanderson,(unknown),Roland Goecke	29
19	Evaluating AAM fitting methods for facial expression recognition 2009 ·ANU Open Research (Australian National University) ·Akshay Asthana,Jason Saragih,Michael Wagner,Roland Goecke	41
20	Learning based automatic face annotation for arbitrary poses and expressions from frontal images only 2009 ·2009 IEEE Conference on Computer Vision and Pattern Recognition ·Akshay Asthana,Roland Goecke,Novi Quadrianto,Tom Gedeon	8

About Akshay Asthana

Akshay Asthana is a scholar working on Computer Vision and Pattern Recognition, Experimental and Cognitive Psychology and Applied Psychology, having authored 27 papers that have together received 1.4k indexed citations. Recurring topics across this work include Face recognition and analysis (19 papers), Face and Expression Recognition (17 papers) and Video Surveillance and Tracking Methods (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.2k citations), Signal Processing (341 citations) and Experimental and Cognitive Psychology (345 citations). Akshay Asthana has collaborated with scholars based in Australia, United Kingdom and Netherlands. Frequent co-authors include Stefanos Zafeiriou, Maja Pantić, Shiyang Cheng, Roland Goecke, Abhinav Dhall, Tom Gedeon, Tim K. Marks, Kinh Tieu, Michael Jones and Rohith MV. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and International Journal of Computer Vision.

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