2015
DOI: 10.1109/tcsvt.2015.2409731
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Abstract: Abstract-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. Nowadays, this field is attracting attention and investments of companies aiming to develop commercial devices with First Person Vision recording capabilities. Due to this interest, an increasing demand of methods to process these videos, possibly in real-time, is expected. Current approaches present a particular combinations of d… Show more

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Cited by 159 publications
(113 citation statements)
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References 126 publications
(211 reference statements)
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“…We opted for SURF features, which is a common choice for object identification in first-person video, according to the survey in [11]. We compare SURF features on each frame captured by the smart glass camera with the (pre-calculated) features of a subset of the images in the database.…”
Section: Visual Device Identificationmentioning
confidence: 99%
See 1 more Smart Citation
“…We opted for SURF features, which is a common choice for object identification in first-person video, according to the survey in [11]. We compare SURF features on each frame captured by the smart glass camera with the (pre-calculated) features of a subset of the images in the database.…”
Section: Visual Device Identificationmentioning
confidence: 99%
“…We refer to [11] for a recent survey on computer vision techniques in wearable camera scenarios. Going beyond RGB, depth cameras have recently been integrated in headsets such as the Oculus Rift and mobile devices like Google Project Tango.…”
Section: Prototype Evaluationmentioning
confidence: 99%
“…The research interest in FPV has been increasing in the last few years along with the development of new technologies and the search for applications as described in [1]. One of the main areas investigated so far is activity recognition [9], where the focus is the assessment of interactions between the wearer and the environment, paying particular attention on the manipulation of objects and hands movements as in [3] and [14].…”
Section: Previous Workmentioning
confidence: 99%
“…They can recognize places and faces and display information and social media profiles of people the smart glasses user is looking at. Smart-glasses are already applied in medicine, and are envisioned to have a wide range of applications in this field Moshtaghi et al 2015;Hetterich et al 2014;Mentler et al 2015;Klein et al 2015; S. Maas et al 2015;Rankin et al 2015), education (Ikonen and Knutas ;Labus et al 2015;Freina and Ott 2015), tourism (Harasymowicz 2015), social science research (Paterson and Glass 2015), navigation (Ostendorp et al 2015;Higuchi et al 2015), crowd steering (Borean et al 2015), activity recognition (Zhan 2014;Betancourt et al 2015) including diet recognition and food behavior control (Gemming et al 2013;Farinella et al 2014), mood (engagement) measurement (Kunze et al 2015), forensics (Karabiyik 2015), promoting cultural sustainability (Irving and Hoffman 2014), promoting teamwork and safety (Moshtaghi et al 2015) and they can also be used for military purposes. Prototypes and applications exist in several of these fields.…”
Section: Introductionmentioning
confidence: 99%