Overview
Background
I am a Lecturer (Assistant Professor) of Applied Artificial Intelligence in the School of Electrical Engineering and Computer Science at The University of Queensland.
My research spans in Affective Computing and Human Behaviour Understanding using Computer Vision and Machine Learning techniques. I have prior experience in working with multimodal data such as image, video, text and physiological signals. I am pursuing research in Human Behaviour Understanding, Affective Computing, Human Centred AI, Rehabilitation Robotics in different real-world applications.
Prior to my appointment at The University of Queensland, I was a Research Fellow and Lecturer Human-Centric AI Group in School of Electrical Engineering, Computing and Mathematical Sciences at Curtin University.
If you are prospective PhD student interested in studying for a PhD at UQ, see here.
Availability
- Dr Shreya Ghosh is:
- Available for supervision
Fields of research
Qualifications
- Doctor of Philosophy, Monash University
Works
Search Professor Shreya Ghosh’s works on UQ eSpace
2022
Journal Article
Automatic prediction of group cohesiveness in images
Ghosh, Shreya, Dhall, Abhinav, Sebe, Nicu and Gedeon, Tom (2022). Automatic prediction of group cohesiveness in images. IEEE Transactions on Affective Computing, 13 (3), 1677-1690. doi: 10.1109/taffc.2020.3026095
2022
Conference Publication
MTGLS: Multi-Task Gaze Estimation with Limited Supervision
Ghosh, Shreya, Hayat, Munawar, Dhall, Abhinav and Knibbe, Jarrod (2022). MTGLS: Multi-Task Gaze Estimation with Limited Supervision. 22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI United States, 4-8 January 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WACV51458.2022.00123
2021
Journal Article
Depression Intensity Estimation via Social Media: A Deep Learning Approach
Ghosh, Shreya and Anwar, Tarique (2021). Depression Intensity Estimation via Social Media: A Deep Learning Approach. IEEE Transactions On Computational Social Systems, 8 (6), 1465-1474. doi: 10.1109/tcss.2021.3084154
2021
Conference Publication
Speak2Label: using domain knowledge for creating a large scale driver gaze zone estimation dataset
Ghosh, Shreya, Dhall, Abhinav, Sharma, Garima, Gupta, Sarthak and Sebe, Nicu (2021). Speak2Label: using domain knowledge for creating a large scale driver gaze zone estimation dataset. 18th IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, Canada, 11-17 October 2021. Los Alamitos, CA USA: IEEE Computer Society. doi: 10.1109/iccvw54120.2021.00324
2021
Journal Article
PLAAN: Pain Level Assessment with Anomaly-detection based Network
Li, Yi, Ghosh, Shreya and Joshi, Jyoti (2021). PLAAN: Pain Level Assessment with Anomaly-detection based Network. Journal On Multimodal User Interfaces, 15 (4), 359-372. doi: 10.1007/s12193-020-00362-8
2020
Conference Publication
LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction
Li, Yi, Ghosh, Shreya, Joshi, Jyoti and Oviatt, Sharon (2020). LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction. 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Buenos Aires, Argentina, 16-20 November 2020. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/fg47880.2020.00061
2019
Conference Publication
Automatic group level affect and cohesion prediction in videos
Sharma, Garima, Ghosh, Shreya and Dhall, Abhinav (2019). Automatic group level affect and cohesion prediction in videos. 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Cambridge, United Kingdom, 3-6 September 2019. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/aciiw.2019.8925231
2019
Conference Publication
Unsupervised learning of eye gaze representation from the web
Dubey, Neeru, Ghosh, Shreya and Dhall, Abhinav (2019). Unsupervised learning of eye gaze representation from the web. International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14-19 July 2019. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn.2019.8851961
2019
Conference Publication
Predicting group cohesiveness in images
Ghosh, Shreya, Dhall, Abhinav, Sebe, Nicu and Gedeon, Tom (2019). Predicting group cohesiveness in images. 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14-19 July 2019. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn.2019.8852184
2019
Conference Publication
Role of group level affect to find the most influential person in images
Ghosh, Shreya and Dhall, Abhinav (2019). Role of group level affect to find the most influential person in images. 15th European Conference on Computer Vision (ECCV), Munich, Germany, 8-14 September 2018. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-030-11012-3_39
2019
Conference Publication
EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks
Dhall, Abhinav, Goecke, Roland, Ghosh, Shreya and Gedeon, Tom (2019). EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks. 21st ACM International Conference on Multimodal Interaction (ICMI), Suzhou, China, 14-18 October 2019. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3340555.3355710
2018
Conference Publication
Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks
Ghosh, Shreya, Dhall, Abhinav and Sebe, Nicu (2018). Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks. 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, 7-10 October 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icip.2018.8451242
2017
Conference Publication
From individual to group-level emotion recognition: EmotiW 5.0
Dhall, Abhinav, Goecke, Roland, Ghosh, Shreya, Joshi, Jyoti, Hoey, Jesse and Gedeon, Tom (2017). From individual to group-level emotion recognition: EmotiW 5.0. 19th International Conference on Multimodal Interaction-ICMI, Glasgow, Scotland, United Kingdom, 13-17 November 2017. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3136755.3143004
Supervision
Availability
- Dr Shreya Ghosh is:
- Available for supervision
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Media
Enquiries
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