IEEE

Seminar: A fine-grained perspective onto object interactions

IEEE Signal Processing Society, Bangalore Chapter and Department of Computational and Data Sciences, 

Indian Institute of Science Invite you to the following talk:

SPEAKER   :  Prof. Dima Damen, Associate Professor (Reader), University of Bristol, UK 

TITLE          : A fine-grained perspective onto object interactions 

Venue            :  #102, CDS Seminar Hall

Date & Time :  Dec 26, 2019, 04:00 PM

ABSTRACT:

This talk aims to argue for a fine-grained perspective onto human-object interactions, from video sequences. The talk will present approaches for determining skill or expertise from video sequences [CVPR 2019], assessing action ‘completion’ – i.e. when an interaction is attempted but not completed [BMVC 2018], dual-domain and dual-time learning [CVPR 2019, ICCVW 2019] as well as multi-modal approaches using vision, audio and language [ICCV 2019, BMVC 2019].

This talk will also introduce EPIC-KITCHENS [ECCV 2018], the recently released largest dataset of object interactions in people’s homes, recorded using wearable cameras. The dataset includes 11.5M frames fully annotated with objects and actions, based on unique annotations from the participants narrating their own videos, thus reflecting true intention. Three open challenges are now available on object detection, action recognition and action anticipation [http://epic-kitchens.github.io

BIOGRAPHY:

Dima Damen is a Reader (Associate Professor) in Computer Vision at the University of Bristol, United Kingdom. Received her PhD from the University of Leeds, UK (2009). Dima’s research interests are in the automatic understanding of object interactions, actions and activities using static and wearable visual (and depth) sensors. Dima co-chaired BMVC 2013, is area chair for BMVC (2014-2018), associate editor of IEEE TPAMI (2019-) and associate editor of Pattern Recognition (2017-). She was selected as a Nokia Research collaborator in 2016, and as an Outstanding Reviewer in ICCV17, CVPR13 and CVPR12. She currently supervises 6 PhD students, and 4 postdoctoral researchers. More details at: [http://dimadamen.github.io]

Host Faculty: Prof. Venkatesh Babu

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                        ALL ARE WELCOME

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