Abhinav Dhall

Dr

Accepting PhD Students

20092022
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Personal profile

Biography

I am a Lecturer in the Human-Centred Artificial Intelligence lab at CHIC.

Latest news

July 2019 - One paper accepted each at ACM ICMI 2019 and RO-MAN 2019.

July 2019 - Webpage for our unsupervised eye gaze prediction work.

About Me 

My research area is mainly in the broad domain of automatic human behaviour understanding. I moved to Australia from Indian Institute of Technology Ropar, where I lead the Learning Affect & Semantic Image Analysis group. I pursued research at the University of Waterloo and the University of Canberra after receiving PhD from the Australian National University. During the course of my PhD journey, I was a visiting scholar at the University of California San Diego and the Imperial College London.

Current Research Interests

1. Deep learning for affective computing

2. Human-centred artificial intelligence 

3. Computer vision

If you are interested in pursuing a PhD in any of the topics above at Monash university, please get in touch with me through email and a subject title "Prospective PhD Applicant".

Teaching Interests

While at IIT Ropar, I have taught Computer Vision, Advanced Computer Vision and Introduction to Computing and Data Structures.

Keywords

  • Computer Vision
  • Affective Computing
  • Human-Computer Interaction

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2019 2022

Adaptive modeling of human responses in complex interaction

Gedeon, T. (., Takagi, H., Kacprzyk, J. & Dhall, A.

30/08/1929/08/22

Project: Research

Research Output 2009 2019

Domain adaptation based topic modeling techniques for engagement estimation in the wild

Kaur, A., Ghosh, B., Singh, N. D. & Dhall, A., 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Hancock, P., Singh, R., Pelachaud, C. & Athitsos, V. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 610-615 6 p. 8756511

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Expression empowered ResiDen network for Facial Action Unit detection

Jyoti, S., Sharma, G. & Dhall, A., 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Hancock, P., Singh, R., Pelachaud, C. & Athitsos, V. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 262-269 8 p. 8756580

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Multi-level Dense Capsule Networks

Phaye, S. S. R., Sikka, A., Dhall, A. & Bathula, D. R., 2019, Computer Vision – ACCV 2018: 14th Asian Conference on Computer Vision Perth, Australia, December 2–6, 2018 Revised Selected Papers, Part V. Jawahar, C. V., Li, H., Mori, G. & Schindler, K. (eds.). Cham Switzerland: Springer, p. 577-592 16 p. (Lecture Notes in Computer Science ; vol. 11365 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Role of group level affect to find the Most Influential Person in images

Ghosh, S. & Dhall, A., 2019, Computer Vision – ECCV 2018 Workshops: Munich, Germany, September 8–14, 2018 Proceedings, Part II. Leal-Taixé, L. & Roth, S. (eds.). Cham Switzerland: Springer, p. 518-533 16 p. (Lecture Notes in Computer Science ; vol. 11130 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

A single hierarchical network for face, action unit and emotion detection

Jyoti, S., Sharma, G. & Dhall, A., 2018, 2018 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Murshed, M., Paul, M., Asikuzzaman, M., Pickering, M., Natu, A., Robles-Kelly, A., You, S., Zheng, L. & Rahman, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 645-652 8 p. 8615852

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Press / Media

Making clicking selfies safer

Abhinav Dhall

8/06/19

1 media contribution

Press/Media: Research