Article-Journal

Learning Context-dependent Personal Preferences for Adaptive Recommendation
We propose two online-learning algorithms for modeling the personal preferences of users of interactive systems. The proposed …
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Learning Context-dependent Personal Preferences for Adaptive Recommendation
Mutual Context Network for Jointly Estimating Egocentric Gaze and Action
In this work, we address two coupled tasks of gaze prediction and action recognition in egocentric videos by exploring their mutual …
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Mutual Context Network for Jointly Estimating Egocentric Gaze and Action
Deep Photometric Stereo Networks for Determining Surface Normal and Reflectances
This paper presents a photometric stereo method based on deep learning. One of the major difficulties in photometric stereo is …
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Deep Photometric Stereo Networks for Determining Surface Normal and Reflectances
An ego-vision system for discovering human joint attention
Joint attention often happens during social interactions, in which individuals share focus on the same object. This work proposes an …
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An ego-vision system for discovering human joint attention
Gaze Estimation by Exploring Two-Eye Asymmetry
Eye gaze estimation is increasingly demanded by recent intelligent systems to facilitate a range of interactive applications. …
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Gaze Estimation by Exploring Two-Eye Asymmetry
Light Structure from Pin Motion: Geometric Point Light Source Calibration
We present a method for geometric point light source calibration. Unlike prior works that use Lambertian spheres, mirror spheres, or …
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Light Structure from Pin Motion: Geometric Point Light Source Calibration
InvisibleEye: Fully Embedded Mobile Eye Tracking Using Appearance-Based Gaze Estimation
Despite their potential for a range of exciting new applications, mobile eye trackers suffer from several fundamental usability …
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InvisibleEye: Fully Embedded Mobile Eye Tracking Using Appearance-Based Gaze Estimation
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Learning-based methods are believed to work well for unconstrained gaze estimation, i.e. gaze estimation from a monocular RGB camera …
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MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Continuous 3D Label Stereo Matching Using Local Expansion Moves
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Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures
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