By Lourdes Agapito, Michael M. Bronstein, Carsten Rother
The four-volume set LNCS 8925, 8926, 8927, and 8928 includes the completely refereed post-workshop complaints of the Workshops that happened at the side of the thirteenth ecu convention on machine imaginative and prescient, ECCV 2014, held in Zurich, Switzerland, in September 2014.
The 203 workshop papers have been rigorously reviewed and chosen for inclusion within the court cases. They the place offered at workshops with the next subject matters: the place laptop imaginative and prescient meets paintings; machine imaginative and prescient in car expertise; spontaneous facial habit research; buyer intensity cameras for computing device imaginative and prescient; "chalearn" humans: pose, restoration, action/interaction, gesture acceptance; video occasion categorization, tagging and retrieval in the direction of significant facts; desktop imaginative and prescient with neighborhood binary development variations; visible item monitoring problem; desktop imaginative and prescient + ontology applies cross-disciplinary applied sciences; visible belief of affordance and practical visible primitives for scene research; graphical types in desktop imaginative and prescient; gentle fields for machine imaginative and prescient; desktop imaginative and prescient for street scene knowing and independent riding; gentle biometrics; moving and adapting resource wisdom in desktop imaginative and prescient; surveillance and re-identification; colour and photometry in laptop imaginative and prescient; assistive desktop imaginative and prescient and robotics; desktop imaginative and prescient difficulties in plant phenotyping; and non-rigid form research and deformable snapshot alignment. also, a panel dialogue on video segmentation is included.
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Extra info for Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part IV
There are three main contributions described in this paper. First, we compare diﬀerent techniques for visual feature extraction with the aim of associating locations between diﬀerent journeys along roughly the same physical route. Secondly, we suggest measuring the quality of position inference relative to multiple passes through the same route by introducing a positional estimate of ground truth that is determined with modiﬁed surveying instrumentation. Finally, we contribute a database of nearly 100,000 frames with this positional ground-truth.
Giraﬀ Pilot plugin API  was used to embed the code into the basic Giraﬀ Pilot software. Development is accomplished in Java, using JavaCV1  computer vision library. Giraﬀ Pilot plugin API oﬀer two interfaces: 1. GiraﬀViewPlugin interface, which allows to access the video stream received from the robot and manipulate the video stream on the user interface; 2. GiraﬀDrivePlugin interface, which extends the previous one with hardware access and driving capabilities. The latter is used in this study.
We test the ability to localise from visual content – not self-motion – in a new dataset of visual paths , containing more than 3 km of video sequences in which ground-truth is acquired using modiﬁed surveying equipment. The dataset can be used to assess localization accuracy using any number of techniques that involve vision, including SLAM. The results suggest that, even without tracking, good localization of a user, even in ambiguous indoor settings, can be captured. The application to wearable camera technology – whereby image cues are harvested from volunteered journeys, then used to help other users of the same space – is the eventual goal of this work, a natural extension to recently reported approaches based on harvesting environmental signals .
Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part IV by Lourdes Agapito, Michael M. Bronstein, Carsten Rother