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..

Paper in MICCAI (2015): “Automated Assessment of Surgical Skills Using Frequency Analysis”

Tuesday, October 6th, 2015 Posted in Activity Recognition, Aneeq Zia, Eric Sarin, Mark Clements, Medical, MICCAI, Papers, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2015-Zia-AASSUFA] Abstract We present an automated framework for a visual assessment of the expertise level of surgeons using the OSATS (Objective Structured Assessment of Technical Skills) criteria. Video analysis technique for extracting motion quality ... Read more..

Paper in ISWC 2015: “Predicting Daily Activities from Egocentric Images Using Deep Learning”

Monday, September 7th, 2015 Posted in Activity Recognition, Daniel Castro, Gregory Abowd, Henrik Christensen, ISWC, Machine Learning, Papers, Steven Hickson, Ubiquitous Computing, Vinay Bettadapura | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2015-Castro-PDAFEIUDL] Abstract We present a method to analyze images taken from a passive egocentric wearable camera along with the contextual information, such as time and day of a week, to ... Read more..

Paper in ACM IUI15: “Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study”

Wednesday, April 1st, 2015 Posted in ACM ICMI/IUI, Activity Recognition, Audio Analysis, Behavioral Imaging, Edison Thomaz, Gregory Abowd, Health Systems, Machine Learning, Multimedia | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2015-Thomaz-IMEARWSFASFS] Abstract Dietary self-monitoring has been shown to be an effective method for weight-loss, but it remains an onerous task despite recent advances in food journaling systems. Semi-automated food journaling ... Read more..

Paper in WACV (2015): “Semantic Instance Labeling Leveraging Hierarchical Segmentation”

Tuesday, January 6th, 2015 Posted in Computer Vision, Henrik Christensen, PAMI/ICCV/CVPR/ECCV, Papers, Robotics, Steven Hickson | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2015-Hickson-SILLHS] Abstract Most of the approaches for indoor RGBD semantic labeling focus on using pixels or superpixels to train a classifier. In this paper, we implement a higher level segmentation ... Read more..