EgoSampling: Wide View Hyperlapse from Egocentric Videos

no code implementations • 26 Apr 2016 • Tavi Halperin, Yair Poleg, Chetan Arora, Shmuel Peleg

However, this accentuates the shake caused by natural head motion in an egocentric video, making the fast forwarded video useless.

Compact CNN for Indexing Egocentric Videos

no code implementations • 28 Apr 2015 • Yair Poleg, Ariel Ephrat, Shmuel Peleg, Chetan Arora

Furthermore, our CNN is able to recognize whether a video is egocentric or not with 99. 2% accuracy, up by 24% from current state-of-the-art.

Activity Recognition Optical Flow Estimation

EgoSampling: Fast-Forward and Stereo for Egocentric Videos

no code implementations • CVPR 2015 • Yair Poleg, Tavi Halperin, Chetan Arora, Shmuel Peleg

While egocentric cameras like GoPro are gaining popularity, the videos they capture are long, boring, and difficult to watch from start to end.

Temporal Segmentation of Egocentric Videos

no code implementations • CVPR 2014 • Yair Poleg, Chetan Arora, Shmuel Peleg

Two sources of information for video segmentation are (i) the motion of the camera wearer, and (ii) the objects and activities recorded in the video.

Segmentation Video Segmentation +1