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If you are interested in pursuing a PhD/RA/Honours thesis, please fill out the form: https://forms.office.com/r/NbU3BTRJs0 (this form is closed)
Below are some of the project possibilities; however, I am open to other topics as well.
My scholar page: Click here
Human Behaviour Understanding (Individual)
Human Behaviour Understanding (Individual)
Gaze Estimation, Social Gaze and Gaze Communication:
Gaze Estimation, Social Gaze and Gaze Communication:
Gaze estimation is more or less where the person is looking. See here: https://github.com/i-am-shreya/Eye-Gaze-Survey
Social gaze and gaze communication is a bit about why the person is looking? See the following images to understand the concept.
(Image source: https://github.com/LifengFan/Human-Gaze-Communication, Gaze follow dataset, https://github.com/idiap/sharingan )
Human Behaviour Understanding (Individual)
Human Behaviour Understanding (Individual)
Facial Gestures (Facial Expression, Emotion, Action Units, Lip sync, Face Generation, Facial attribute recognition)
Facial Gestures (Facial Expression, Emotion, Action Units, Lip sync, Face Generation, Facial attribute recognition)
Face is an essential component of human behaviour analysis. It is a vast domain of tasks such as facial expression, emotion, action units etc.
Facial attributes: https://celebv-hq.github.io/
Facial expression and other tasks: https://github.com/kdhht2334/awesome-SOTA-FER
Marlin: https://github.com/ControlNet/MARLIN (unsupervised learning)
Human Behaviour Understanding (Group)
Human Behaviour Understanding (Group)
Group Level Emotion, Cohesion, Most Influential Person:
Group Level Emotion, Cohesion, Most Influential Person:
At the group level, I study interpersonal dynamics like group emotion, cohesion, and identifying the most influential or dominant person in conversations. These cues are vital for modelling socially appropriate AI responses.
Please checkout this: https://github.com/ControlNet/emolysis
Human Behaviour Understanding (Group)
Human Behaviour Understanding (Group)
Situational Interaction:
Situational Interaction:
I am also interested in how human nevigate through situations like meeting, family event etc. Checkout our paper: https://arxiv.org/pdf/2507.22393
Affect Inspired Applications:
Affect Inspired Applications:
Behavioural Deepfakes:
Behavioural Deepfakes:
I am more focused on content-driven audio-visual forgery and person-centric manipulation aspects.
Affect Inspired Applications:
Affect Inspired Applications:
Behavioural Assitive Technology in Digital Health:
Behavioural Assitive Technology in Digital Health:
Few of the projects are mentioned below:
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