Paper in M2CAI (workshop MICCAI) on “Fine-tuning Deep Architectures for Surgical Tool Detection” and results of Tool Detection Challange

Friday, October 21st, 2016 Posted in Aneeq Zia, Awards, Computer Vision, Daniel Castro, Medical, MICCAI | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Zia-FDASTD] Abstract [caption id="attachment_1904" align="alignright" width="300"] Visualization of some of the training videos.[/caption] Understanding surgical workflow has been a key concern of the medical research community. One of the main advantages ... Read more..

Paper (ACM MM 2016) “Leveraging Contextual Cues for Generating Basketball Highlights”

Tuesday, October 18th, 2016 Posted in ACM MM, Caroline Pantofaru, Computational Photography and Video, Computer Vision, Papers, Sports Visualization, Vinay Bettadapura | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Bettadapura-LCCGBH] Abstract [caption id="attachment_1896" align="aligncenter" width="500"] Leveraging Contextual Cues for Generating Basketball Highlights[/caption] The massive growth of sports videos has resulted in a need for automatic generation of sports highlights that ... Read more..

Announcing the new Interdisciplinary Research Center for Machine Learning at Georgia Tech (ML@GT)

Thursday, October 6th, 2016 Posted in In The News, Interesting, Machine Learning | No Comments »

Announcement from Georgia Tech's College of Computing about a new Interdisciplinary Research Center for Machine Learning (ML@GT) that I will be serving as the Inaugural Director for. Machine Learning @ Georgia ... Read more..

20 years at GA Tech

Thursday, September 22nd, 2016 Posted in Events, Interesting, Personal | No Comments »

September 22nd, 2016 marked 20 years of my being at GA Tech.  My team threw me a surprise party to celebrate. Here is Spherical Image of the event.  So nice of them Lab ... Read more..

Paper in IJCARS (2016) on “Automated video-based assessment of surgical skills for training and evaluation in medical schools”

Friday, September 2nd, 2016 Posted in Activity Recognition, Aneeq Zia, Computer Vision, Eric Sarin, Mark Clements, Medical, MICCAI, Thomas Ploetz, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Zia-AVASSTEMS] Abstract [caption id="attachment_1924" align="alignright" width="300"] Sample frames from our video dataset[/caption] Purpose: Routine evaluation of basic surgical skills in medical schools requires considerable time and effort from supervising faculty. For ... Read more..

Fall 2016 Teaching

Wednesday, August 10th, 2016 Posted in Computational Photography, Computer Vision | No Comments »

My teaching activities for Fall 2016 are CS 6475 Computational Photography (Part of the Online MS CS Program), supported by TAs, Kim Sirichoke, Chris Gearhart, Vickie Backman, Daniel Castro, and Phuc-Hai Huynh ... Read more..

Research Blog: Motion Stills – Create beautiful GIFs from Live Photos

Tuesday, June 7th, 2016 Posted in Computational Photography and Video, Computer Vision, In The News, Interesting, Matthias Grundmann, Projects | No Comments »

Kudos to the team from Machine Perception at Google Research that just launched the Motion Still App to generate novel photos on an iOS device. This work is in part ... Read more..

Paper (WACV 2016) “Discovering Picturesque Highlights from Egocentric Vacation Videos”

Monday, March 7th, 2016 Posted in Computational Photography and Video, Computer Vision, Daniel Castro, PAMI/ICCV/CVPR/ECCV, Vinay Bettadapura | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Castro-DPHFEVV] Abstract We present an approach for identifying picturesque highlights from large amounts of egocentric video data. Given a set of egocentric videos captured over the course of a vacation, ... Read more..

Spring 2016 Teaching

Sunday, January 10th, 2016 Posted in Computational Photography, Computational Photography and Video, Computer Vision, Computer Vision | No Comments »

My teaching activities for Spring 2016 are CS 4475 / 6475 Computational Photography (On-Campus, in Atlanta), Tue-Thu 1:35 pm-2:55 pm, KACB 2443, supported by TAs, Unaiza Ahsan, Huda Alamri, Amit Agarwal, ... Read more..