Toward storytelling from visual lifelogging: An overview

M Bolanos, M Dimiccoli… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Visual lifelogging consists of acquiring images that capture the daily experiences of the user
by wearing a camera over a long period of time. The pictures taken offer considerable …

A survey on activity detection and classification using wearable sensors

M Cornacchia, K Ozcan, Y Zheng… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
Activity detection and classification are very important for autonomous monitoring of humans
for applications, including assistive living, rehabilitation, and surveillance. Wearable sensors …

Discovering important people and objects for egocentric video summarization

YJ Lee, J Ghosh, K Grauman - 2012 IEEE conference on …, 2012 - ieeexplore.ieee.org
We present a video summarization approach for egocentric or “wearable” camera data.
Given hours of video, the proposed method produces a compact storyboard summary of the …

Story-driven summarization for egocentric video

Z Lu, K Grauman - Proceedings of the IEEE conference on …, 2013 - openaccess.thecvf.com
We present a video summarization approach that discovers the story of an egocentric video.
Given a long input video, our method selects a short chain of video subshots depicting the …

Social interactions: A first-person perspective

A Fathi, JK Hodgins, JM Rehg - 2012 IEEE Conference on …, 2012 - ieeexplore.ieee.org
This paper presents a method for the detection and recognition of social interactions in a day-
long first-person video of u social event, like a trip to an amusement park. The location and …

First person action recognition using deep learned descriptors

S Singh, C Arora, CV Jawahar - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
We focus on the problem of wearer's action recognition in first person aka egocentric videos.
This problem is more challenging than third person activity recognition due to unavailability …

Understanding egocentric activities

A Fathi, A Farhadi, JM Rehg - 2011 international conference on …, 2011 - ieeexplore.ieee.org
We present a method to analyze daily activities, such as meal preparation, using video from
an egocentric camera. Our method performs inference about activities, actions, hands, and …

Gaze-enabled egocentric video summarization via constrained submodular maximization

J Xu, L Mukherjee, Y Li, J Warner… - Proceedings of the …, 2015 - cv-foundation.org
With the proliferation of wearable cameras, the number of videos of users documenting their
personal lives using such devices is rapidly increasing. Since such videos may span hours …

The evolution of first person vision methods: A survey

A Betancourt, P Morerio, CS Regazzoni… - … on Circuits and …, 2015 - ieeexplore.ieee.org
The emergence of new wearable technologies, such as action cameras and smart glasses,
has increased the interest of computer vision scientists in the first person perspective …

Temporal segmentation of egocentric videos

Y Poleg, C Arora, S Peleg - … of the IEEE Conference on Computer …, 2014 - cv-foundation.org
The use of wearable cameras makes it possible to record life logging egocentric videos.
Browsing such long unstructured videos is time consuming and tedious. Segmentation into …