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State-of-the-art in 360 video/image processing: Perception, assessment and compression
Nowadays, 360° video/image has been increasingly popular and drawn great attention. The
spherical viewing range of 360° video/image accounts for huge data, which pose the …
spherical viewing range of 360° video/image accounts for huge data, which pose the …
Eye-tracked virtual reality: A comprehensive survey on methods and privacy challenges
Latest developments in computer hardware, sensor technologies, and artificial intelligence
can make virtual reality (VR) and virtual spaces an important part of human everyday life …
can make virtual reality (VR) and virtual spaces an important part of human everyday life …
Scandmm: A deep markov model of scanpath prediction for 360deg images
Scanpath prediction for 360deg images aims to produce dynamic gaze behaviors based on
the human visual perception mechanism. Most existing scanpath prediction methods for …
the human visual perception mechanism. Most existing scanpath prediction methods for …
Predicting head movement in panoramic video: A deep reinforcement learning approach
Panoramic video provides immersive and interactive experience by enabling humans to
control the field of view (FoV) through head movement (HM). Thus, HM plays a key role in …
control the field of view (FoV) through head movement (HM). Thus, HM plays a key role in …
Cube padding for weakly-supervised saliency prediction in 360 videos
Automatic saliency prediction in 360 videos is critical for viewpoint guidance applications
(eg, Facebook 360 Guide). We propose a spatial-temporal network which is (1) …
(eg, Facebook 360 Guide). We propose a spatial-temporal network which is (1) …
Your attention is unique: Detecting 360-degree video saliency in head-mounted display for head movement prediction
Head movement prediction is the key enabler for the emerging 360-degree videos since it
can enhance both streaming and rendering efficiency. To achieve accurate head movement …
can enhance both streaming and rendering efficiency. To achieve accurate head movement …
Saliency prediction in the deep learning era: Successes and limitations
A Borji - IEEE transactions on pattern analysis and machine …, 2019 - ieeexplore.ieee.org
Visual saliency models have enjoyed a big leap in performance in recent years, thanks to
advances in deep learning and large scale annotated data. Despite enormous effort and …
advances in deep learning and large scale annotated data. Despite enormous effort and …
[HTML][HTML] DeepGaze III: Modeling free-viewing human scanpaths with deep learning
Humans typically move their eyes in “scanpaths” of fixations linked by saccades. Here we
present DeepGaze III, a new model that predicts the spatial location of consecutive fixations …
present DeepGaze III, a new model that predicts the spatial location of consecutive fixations …
Assessor360: Multi-sequence network for blind omnidirectional image quality assessment
Abstract Blind Omnidirectional Image Quality Assessment (BOIQA) aims to objectively
assess the human perceptual quality of omnidirectional images (ODIs) without relying on …
assess the human perceptual quality of omnidirectional images (ODIs) without relying on …
Beyond average: Individualized visual scanpath prediction
Understanding how attention varies across individuals has significant scientific and societal
impacts. However existing visual scanpath models treat attention uniformly neglecting …
impacts. However existing visual scanpath models treat attention uniformly neglecting …