Abhinav Dhall

Dr

Accepting PhD Students

20092022

Research output per year

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Personal profile

Biography

I am a Lecturer in the Human-Centred Artificial Intelligence lab in the Department of Human Centered Computing.

Latest news

Feb 2020 - We are organising the 8th Emotion Recognition in the Wild Challenge at ACM ICMI 2020.

Jan 2020 - Appointed as Associate Editor for IEEE Transanctions on Affective Computing.

Nov 2019 - One paper accepted in IEEE Transanctions on Affective Computing.

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

Jul 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.

Research area keywords

  • Computer Vision
  • Affective Computing
  • Human-Computer Interaction

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Projects

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

Analyzing group-level emotion with global alignment kernel based approach

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. K. & Zhao, G., 14 Nov 2019, (Accepted/In press) In : IEEE Transactions on Affective Computing. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Automatic Group Level Affect and cohesion prediction in videos

Sharma, G., Ghosh, S. & Dhall, A., 2019, International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) 2019. Bianchi-Berthouze, N., Epps, J., Kleinsmith, A. & Rosalind, P. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 161-167 7 p.

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

Automatic speech-gesture mapping and engagement evaluation in human robot interaction

Ghosh, B., Dhall, A. & Singla, E., 2019, 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). Cabibihan, J-J., Anne Williams, M., Asokan, T. & Behera, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 7 p.

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

DIF: Dataset of perceived Intoxicated Faces for drunk person identification

Mehta, V., Srinadhu Katta, S., Pratap Yadav, D. & Dhall, A., 2019, Proceedings of the 2019 International Conference on Multimodal Interaction. R. Fussell, S., Schuller, B., Song, Y. & Yu, K. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 367-374 8 p.

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

Open Access
File

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

Press / Media

Making clicking selfies safer

Abhinav Dhall

8/06/19

1 Media contribution

Press/Media: Research