Publications
Submitted/Under Review:
R1: Shreya Ghosh*, Zhixi Cai*, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, and Tom Gedeon. Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. (Under Review) *Contributed equally
R2: Shreya Ghosh*, Rakibul Hasan*, Pradyumna Agrawal*, Zhixi Cai, Susannah Soon, Abhinav Dhall and Tom Gedeon. Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase. (Under Review) *Contributed equally
Doctoral Consortium, Extended Abstract and Other
E1: Shreya Ghosh. Automatic Eye Gaze Estimation with Limited Supervision. Doctoral Consortium at IEEE International Conference on Automatic Face and Gesture Recognition 2021. [Website, Presentation]
E2: Shreya Ghosh. Automatic Pain Intensity and Protective Behaviour Prediction. Extended Abstract at Indo-Canadian Conference on Artificial Intelligence and Rehabilitation Robotics 2021. [YouTube]
E3: Shreya Ghosh*, Neeru Dubey* and Abhinav Dhall. RAZE: Region Guided Self-Supervised Gaze Representation Learning. *contributed equally
International Journals (Peer-Reviewed):
J6: Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe and Qiang Ji. Automatic Gaze Analysis: A Survey of Deep Learning based Approaches. IEEE Transactions on Pattern Analysis and Machine Intelligence. (Accepted) (IF: 24.314)
J5: Zhixi Cai, Shreya Ghosh, Tom Gedeon, Kalin Stefanov, Abhinav Dhall, and Munawar Hayat. 'Glitch in the Matrix!’: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. Computer Vision and Image Understanding Journal 2023. (Accepted)
J4: Rahul Majethia, Shreya Ghosh, Hannah R. Nolasco, Farhana Shahid, Varun Viswanath, Ibrahim Shehi Shehu and Yiran Zhao. Stepping into the Next Decade of Ubiquitous and Pervasive Computing: UbiComp and ISWC 2021. In IEEE Pervasive Computing 2022. (IF: 1.603)
J3: Shreya Ghosh, Tarique Anwar. Depression Intensity Estimation Via Social Media: A Deep Learning Based Approach. In IEEE Transactions on Computational Social Systems 2021. [Link] (IF:4.747)
J2: Shreya Ghosh*, Yi Li* and Jyoti Joshi. PLAAN: Pain Level Assessment with Anomaly-detection based Network. In Journal on Multimodal User Interfaces 2021. *contributed equally. [Link]. (IF: 1.694)
J1: Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon. Automatic Prediction of Group Cohesiveness in Images. In IEEE Transactions on Affective Computing 2020. [Link] (IF: 13.99)
International Conferences and Workshops (Peer-Reviewed):
C15: Garima Sharma, Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jianfei Cai and Tom Gedeon. GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos. ICMI Workshop 2023. (Accepted)
C14: Chayan Mondal, Duc-Son Pham, Ashu Gupta, Shreya Ghosh, Tele Tan, and Tom Gedeon. EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm. ACM Multimedia Workshop 2023. (Accepted)
C13: Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, and Munawar Hayat. MARLIN: Masked Autoencoder for facial video Representation LearnINg. IEEE Computer Vision and Pattern Recognition 2023. (Accepted)
C12: Shreya Ghosh, Abhinav Dhall, Jarrod Knibbe and Munawar Hayat. Labelling the Gaps: A Weakly Supervised Automatic Eye Gaze Estimation. ACCV 2022. [Link]
C11: Shreya Ghosh, Abhinav Dhall, Munawar Hayat and Jarrod Knibbe. AV-Gaze: A Study on the Effectiveness of Audio Guided Gaze Estimation for Non-Profilic Faces. In ICIP 2022. [Link]
C10: Shreya Ghosh, Munawar Hayat, Abhinav Dhall and Jarrod Knibbe. MTGLS: Multi-Task Gaze Estimation with Limited Supervision. In WACV 2022. [Link] [Video]
C9: Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta and Nicu Sebe. Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. In ICCVW 2021. [Link] [Project Page] [Demo]
C8: Yi Li, Shreya Ghosh, Jyoti Joshi and Sharon Oviatt (2020). LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction. In IEEE FG workshop. [Link]
C7: Abhinav Dhall, Roland Goecke, Shreya Ghosh and Tom Gedeon (2019). EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks. In ACM-ICMI [Link] [Page]
C6: Garima Sharma, Shreya Ghosh and Abhinav Dhall (2019). Automatic Group Level Affect and Cohesion Prediction in Videos. In ACII EMERGent 2019 [Link][Project Page]
C5: Neeru Dubey, Shreya Ghosh, Abhinav Dhall (2019). Learning a Rich Eye Gaze Representation with an Unsupervised Technique. In IJCNN 2019 [Link][Project Page]
C4: Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon (2019). Predicting Group Cohesiveness in Images. In IJCNN 2019 [Link] [Project Page]
C3: Shreya Ghosh, Abhinav Dhall (2018). Role of group level affect to find the most influential person in images. In ECCV workshop (HBUGEN 2018)[link] [Github] [Project Page]
C2: Shreya Ghosh, Abhinav Dhall, Nicu Sebe (2018). Automatic group affect analysis in images via visual attribute and feature networks. IEEE-ICIP 2018 [link] [Github] [Project Page] [Demo1, Demo2]
C1: Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey, Tom Gedeon (2017). From individual to group-level emotion recognition: emotiw 5.0. In ACM-ICMI 2017 [link] [Github] [Project Page]