Accepting PhD Students

PhD projects

1. Deep learning for affective computing 2. Human-centred artificial intelligence 3. Computer vision based face and gesture abnalysis

20092019

Research output per year

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Research Output

  • 57 Conference Paper
  • 9 Article
  • 1 Chapter (Book)
  • 1 Foreword / Postscript

Adaptive digital makeup

Dhall, A., Sharma, G., Bhatt, R. & Khan, G. M., 28 Dec 2009, Advances in Visual Computing - 5th International Symposium, ISVC 2009, Proceedings. PART 2 ed. p. 728-736 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5876 LNCS, no. PART 2).

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

10 Citations (Scopus)

A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild

Dhall, A., Sikka, K., Littlewort, G., Goecke, R. & Bartlett, M., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. Scheirer, W., Yang, R. & Stewart, C. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1028-1035 8 p.

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

5 Citations (Scopus)

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

1 Citation (Scopus)

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

2 Citations (Scopus)

A SSIM-based approach for finding similar facial expressions

Dhall, A., Asthana, A. & Goecke, R., 17 Jun 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 815-820 6 p. 5771354. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

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

6 Citations (Scopus)

A temporally piece-wise fisher vector approach for depression analysis

Dhall, A. & Goecke, R., 2015, Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction (ACII). Gratch, J. & Schuller, B. (eds.). Washington DC USA: IEEE, Institute of Electrical and Electronics Engineers, p. 255-259 5 p. 7344580

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

18 Citations (Scopus)

Automatic eye gaze estimation using geometric texture-based networks

Jyoti, S. & Dhall, A., 2018, 2018 24th International Conference on Pattern Recognition (ICPR): Aug. 20 2018 to Aug. 24 2018 Beijing, China. Liu, C-L., Chellappa, R. & Pietikäinen, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2474-2479 6 p. 8545162

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

1 Citation (Scopus)

Automatic group affect analysis in images via visual attribute and feature networks

Ghosh, S., Dhall, A. & Sebe, N., 2018, 2018 IEEE International Conference on Image Processing - Proceedings. Boulgouris, N. & P. Kondi, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1967-1971 5 p.

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

8 Citations (Scopus)

Automatic group happiness intensity analysis

Dhall, A., Goecke, R. & Gedeon, T., 2015, In : IEEE Transactions on Affective Computing. 6, 1, p. 13-26 14 p., 7029085.

Research output: Contribution to journalArticleResearchpeer-review

53 Citations (Scopus)

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

Classification and weakly supervised pain localization using multiple segment representation

Sikka, K., Dhall, A. & Bartlett, M. S., Oct 2014, In : Image and Vision Computing. 32, 10, p. 659-670 12 p.

Research output: Contribution to journalArticleResearchpeer-review

28 Citations (Scopus)

Collecting large, richly annotated facial-expression databases from movies

Dhall, A., Goecke, R., Lucey, S. & Gedeon, T., 17 Sep 2012, In : IEEE Multimedia. 19, 3, p. 34-41 8 p., 6200254.

Research output: Contribution to journalArticleResearchpeer-review

225 Citations (Scopus)

Context based facial expression analysis in the wild

Dhall, A., 1 Dec 2013, Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013. p. 636-641 6 p. 6681502. (Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013).

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

3 Citations (Scopus)

Correcting pose estimation with implicit occlusion detection and rectification

Radwan, I., Dhall, A. & Goecke, R., 1 Dec 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3496-3499 4 p. 6460918. (Proceedings - International Conference on Pattern Recognition).

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

Detection of universal cross-cultural depression indicators from the physiological signals of observers

Plested, J. F., Gedeon, T. D., Zhu, X. Y., Dhall, A. & Geocke, R., 2017, 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2017). Hung, H., Mower Provost, E. & Soleymani, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 185-192 8 p.

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

2 Citations (Scopus)

Diagnosis of depression by behavioural signals: A multimodal approach

Cummins, N., Joshi, J., Dhall, A., Sethu, V., Goecke, R. & Epps, J., 1 Jan 2013, AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge. Association for Computing Machinery (ACM), p. 11-20 10 p. (AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge).

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

54 Citations (Scopus)

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

DisguiseNet: a contrastive approach for disguised face verification in the wild

Peri, S. V. & Dhall, A., 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. Forsyth, D., Laptev, I., Ramanan, D. & Oliva, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 25-31 7 p. 8575262. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

6 Citations (Scopus)

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

Efficient skin region segmentation using low complexity fuzzy decision tree model

Bhatt, R. B., Dhall, A., Sharma, G. & Chaudhury, S., 1 Dec 2009, Proceedings of INDICON 2009 - An IEEE India Council Conference. 5409447. (Proceedings of INDICON 2009 - An IEEE India Council Conference).

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

24 Citations (Scopus)

Emotion recognition in the wild

Dhall, A., Goecke, R., Gedeon, T. & Sebe, N., Jun 2016, In : Journal on Multimodal User Interfaces. 10, 2, p. 95-97 3 p.

Research output: Contribution to journalArticleOtherpeer-review

Open Access
File
5 Citations (Scopus)

Emotion Recognition In The Wild Challenge (EmotiW) challenge and workshop summary

Dhall, A., Goecke, R., Joshi, J., Wagner, M. & Gedeon, T., 1 Dec 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. p. 371-372 2 p. (ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction).

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

20 Citations (Scopus)

Emotion Recognition In The Wild Challenge 2013

Dhall, A., Goecke, R., Joshi, J., Wagner, M. & Gedeon, T., 1 Dec 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. p. 509-515 7 p. (ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction).

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

104 Citations (Scopus)

Emotion recognition in the wild challenge 2014: baseline, data and protocol

Dhall, A., Goecke, R., Joshi, J., Sikka, K. & Gedeon, T., 2014, Proceedings of the 16th International Conference on Multimodal Interaction. Aran, O., Morency, L-P. & R. Cohen, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 461-466 6 p.

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

113 Citations (Scopus)

Emotion recognition in the wild challenge 2016

Dhall, A., Goecke, R., Joshi, J. & Gedeon, T., 2016, Proceedings of the 18th ACM International Conference on Multimodal Interaction. Nakano, Y. I., Andre, E., Nishida, T., Morency, L-P., Busso, C. & Pelachaud, C. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 587-588 2 p.

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

7 Citations (Scopus)

Emotion recognition using PHOG and LPQ features

Dhall, A., Asthana, A., Goecke, R. & Gedeon, T., 17 Jun 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 878-883 6 p. 5771366. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

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

148 Citations (Scopus)

EmotiW'13 chairs' welcome

Dhall, A., Goecke, R., Joshi, J., Wagner, M. & Gedeon, T., 1 Jan 2013, Proceedings of the 2013 ACM Emotion Recognition in the Wild Challenge and Workshop, Co-located with ICMI 2013.

Research output: Chapter in Book/Report/Conference proceedingForeword / PostscriptOtherpeer-review

EmotiW 2016: video and group-level emotion recognition challenges

Dhall, A., Goecke, R., Joshi, J., Hoey, J. & Gedeon, T., 2016, ICMI'16 - Proceedings of the 18th ACM International Conference on Multimodal Interaction: November 12–16, 2016 Tokyo, Japan . Morency, L-P., Busso, C. & Pelachaud, C. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 427-432 6 p.

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

81 Citations (Scopus)

EmotiW 2018: audio-video, student engagement and group-level affect prediction

Dhall, A., Kaur, A., Goecke, R. & Gedeon, T. T., 2018, Proceedings of the 20th ACM International Conference on Multimodal Interaction. Mower Provost, E., Soleymani, M. & Worsley, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 653-656 4 p.

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

EmotiW 2019: automatic emotion, engagement and cohesion prediction tasks

Dhall, A., Goecke, R., Ghosh, S. & Gedeon, T. T., 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. 546-550 5 p.

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

Open Access
File

Exemplar Hidden Markov Models for classification of facial expressions in videos

Sikka, K., Dhall, A. & Bartlett, M., 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2015). Grauman, K., Learned-Miller, E., Torralba, A. & Zisserman, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 18-25 8 p. 7301350. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

Expression analysis in the wild: From individual to groups

Dhall, A., 15 May 2013, ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval. p. 325-328 4 p. (ICMR 2013 - Proceedings of the 3rd ACM International Conference on Multimedia Retrieval).

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

2 Citations (Scopus)

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

Facial expression based automatic album creation

Dhall, A., Asthana, A. & Goecke, R., 21 Dec 2010, Neural Information Processing: Models and Applications - 17th International Conference, ICONIP 2010, Proceedings. PART 2 ed. p. 485-492 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6444 LNCS, no. PART 2).

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

13 Citations (Scopus)

Facial performance transfer via deformable models and parametric correspondence

Asthana, A., De La Hunty, M., Dhall, A. & Goecke, R., 4 Jun 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 9, p. 1511-1519 9 p., 6025350.

Research output: Contribution to journalArticleResearchpeer-review

12 Citations (Scopus)

Fast face and saliency aware collage creation for mobile phones

Mehta, L. & Dhall, A., 2018, Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018: 15–19 May 2018 Xi’an, China. D’Mello, S., Morency, LP., Valstar, M. & Yin, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 788 1 p.

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

Finding happiest moments in a social context

Dhall, A., Joshi, J., Radwan, I. & Goecke, R., 11 Apr 2013, Computer Vision, ACCV 2012 - 11th Asian Conference on Computer Vision, Revised Selected Papers. PART 2 ed. p. 613-626 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7725 LNCS, no. PART 2).

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

20 Citations (Scopus)

First impressions - predicting user personality from Twitter profile images

Dhall, A. & Hoey, J., 2016, Human Behavior Understanding: 7th International Workshop, HBU 2016 Amsterdam, The Netherlands, October 16, 2016 Proceedings. Chetouani, M., Cohn, J. & Salah, A. A. (eds.). Cham Switzerland: Springer, p. 148-158 11 p. (Lecture Notes in Computer Science ; vol. 9997 ).

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

4 Citations (Scopus)

From individual to group-level emotion recognition: EmotiW 5.0

Dhall, A., Goecke, R., Ghosh, S., Joshi, J., Hoey, J. & Gedeon, T., 2017, Proceedings of the 19th ACM International Conference on Multimodal Interaction. Lank, E., Hoggan, E., Subramanian, S., Vinciarelli, A. & Brewster, S. A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 524-528 5 p.

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

65 Citations (Scopus)

Garuda: a deep learning based solution for capturing selfies safely

Singh Virk, J. & Dhall, A., 16 Mar 2019, Proceedings of IUI 2019. Brdiczka, O., Calvary, G. & Chau, P. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 43-44 2 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Group expression intensity estimation in videos via Gaussian Processes

Dhall, A. & Goecke, R., 1 Dec 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3525-3528 4 p. 6460925. (Proceedings - International Conference on Pattern Recognition).

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

17 Citations (Scopus)

Hierarchical system for content based categorization and orientation of consumer images

Sharma, G., Dhall, A., Chaudhury, S. & Bhatt, R., 1 Dec 2009, Pattern Recognition and Machine Intelligence - Third International Conference, PReMI 2009, Proceedings. p. 495-500 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5909 LNCS).

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

Open Access

Hybrid neural networks based approach for Holoscopic Micro-Gesture Recognition in images and videos

Sharma, G., Jyoti, S. & Dhall, A., 2018, Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018: 15–19 May 2018 Xi’an, China. D’Mello, S., Morency, LP., Valstar, M. & Yin, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 808-814 7 p.

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

1 Citation (Scopus)

Modeling stress using thermal facial patterns: A spatio-temporal approach

Sharma, N., Dhall, A., Gedeon, T. & Goecke, R., 1 Dec 2013, Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013. p. 387-392 6 p. 6681461. (Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013).

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

13 Citations (Scopus)

Monocular image 3D human pose estimation under self-occlusion

Radwan, I., Dhall, A. & Goecke, R., 1 Jan 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. IEEE, Institute of Electrical and Electronics Engineers, p. 1888-1895 8 p. 6751345. (Proceedings of the IEEE International Conference on Computer Vision).

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

37 Citations (Scopus)

MsEDNet: multi-scale deep saliency learning for moving object detection

Patil, P., Murala, S., Dhall, A. & Chaudhary, S., 2018, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Murata, T. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1670-1675 6 p.

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

7 Citations (Scopus)

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

1 Citation (Scopus)

Multimodal assistive technologies for depression diagnosis and monitoring

Joshi, J., Goecke, R., Alghowinem, S., Dhall, A., Wagner, M., Epps, J., Parker, G. & Breakspear, M., 1 Nov 2013, In : Journal on Multimodal User Interfaces. 7, 3, p. 217-228 12 p.

Research output: Contribution to journalArticleResearchpeer-review

69 Citations (Scopus)

Multimodal framework for analyzing the affect of a group of people

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. & Zhao, G., Oct 2018, In : IEEE Transactions on Multimedia. 20, 10, p. 2706-2721 16 p., 8323249.

Research output: Contribution to journalArticleResearchpeer-review

8 Citations (Scopus)