Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

Egocentric Vision for Visual Market Basket Analysis

Egocentric vision IT technologies for Alzheimer disease assessment and studies

Egocentric vision technology consists in capturing the actions of persons from their own visual point of view using wearable camera sensors. We apply this new paradigm to instrumental activities monitoring with the objective of providing new tools for the clinical evaluation of the impact of the disease on persons with dementia. In this paper, we introduce the current state of the development o...

Egocentric spaw representation in early vision.

Abstract Recent physiological experiments have shown that the responses of many neurons in V1 and V3a are modulated by the direction of gaze. We have developed a neural network model of the hierarchy of maps in visual cortex to explore the hypothesis that visual features are encoded in egocentric (spatio-topic) coordinates at early stages of visual processing. Most psychophysical studies that h...

Rethinking the Camera Pipeline for Computer Vision

Computer vision is undergoing a revolution that is enabling new categories of visual applications for consumers, but it still incurs costs that prevent energy-strapped mobile devices from deploying these new capabilities. Part of the problem is the camera system itself: smartphone cameras and their associated signal processing hardware are designed to capture high-quality images for human consu...

Skill Measurement via Egocentric Vision in Wetlab

With the development in egocentric vision, skill measurement has been recently proposed as a novel topic in this emerging field. In this report, we record the the experimenter’s first-person videos in Wet labratories (wetlab), and measure his/her operative skills. Specifically, given the videos of expert and amateur, we analyze their head motions, hands motions, eye-hand coordinations and key-m...