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Learning a Deep Agent to Predict Head Movement in 360-Degree Images

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s00221-008-1401-1openalex-snapshot
Coordination of eye and head components of movements evoked by stimulation of the paramedian pontine reticular formation
inferredcites →https://doi.org/10.1007/s10708-007-9111-yopenalex-snapshot
Citizens as sensors: the world of volunteered geography
inferredcites →https://doi.org/10.1016/0028-3932(87)90041-8openalex-snapshot
Reorienting attention across the horizontal and vertical meridians: Evidence in favor of a premotor theory of attention
inferredcites →https://doi.org/10.1016/j.image.2018.03.006openalex-snapshot
GBVS360, BMS360, ProSal: Extending existing saliency prediction models from 2D to omnidirectional images
inferredcites →https://doi.org/10.1016/j.image.2018.03.007openalex-snapshot
A saliency prediction model on 360 degree images using color dictionary based sparse representation
inferredcites →https://doi.org/10.1016/j.image.2018.03.008openalex-snapshot
A feature-based approach for saliency estimation of omni-directional images
inferredcites →https://doi.org/10.1016/j.image.2018.03.013openalex-snapshot
360-aware saliency estimation with conventional image saliency predictors
inferredcites →https://doi.org/10.1016/j.image.2018.05.005openalex-snapshot
SalNet360: Saliency maps for omni-directional images with CNN
inferredcites →https://doi.org/10.1016/j.image.2018.05.010openalex-snapshot
The prediction of head and eye movement for 360 degree images
inferredcites →https://doi.org/10.1016/j.visres.2005.03.019openalex-snapshot
Components of bottom-up gaze allocation in natural images
inferredcites →https://doi.org/10.1057/978-1-349-95189-5_2302openalex-snapshot
Non-linear Time Series Analysis
inferredcites →https://doi.org/10.1109/5.5968openalex-snapshot
Active perception
inferredcites →https://doi.org/10.1109/cvpr.2011.5995423openalex-snapshot
Simulating human saccadic scanpaths on natural images
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.153openalex-snapshot
Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Videos
inferredcites →https://doi.org/10.1109/cvpr.2018.00154openalex-snapshot
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos
inferredcites →https://doi.org/10.1109/cvpr.2018.00559openalex-snapshot
Gaze Prediction in Dynamic 360° Immersive Videos
inferredcites →https://doi.org/10.1109/icmew.2017.8026231openalex-snapshot
A simple method to obtain visual attention data in head mounted virtual reality
inferredcites →https://doi.org/10.1109/iscas.2018.8351786openalex-snapshot
Perceptual Quality Assessment of Omnidirectional Images
inferredcites →https://doi.org/10.1109/lsp.2015.2413944openalex-snapshot
Visual Saliency Detection With Free Energy Theory
inferredcites →https://doi.org/10.1109/qomex.2017.7965659openalex-snapshot
Which saliency weighting for omni directional image quality assessment?
inferredcites →https://doi.org/10.1109/qomex.2018.8463418openalex-snapshot
Visual Attention in Omnidirectional Video for Virtual Reality Applications
inferredcites →https://doi.org/10.1109/tip.2011.2161092openalex-snapshot
A Psychovisual Quality Metric in Free-Energy Principle
inferredcites →https://doi.org/10.1109/tmm.2013.2268053openalex-snapshot
Just Noticeable Difference Estimation for Images With Free-Energy Principle
inferredcites →https://doi.org/10.1109/tvcg.2017.2750671openalex-snapshot
Semantic-Driven Generation of Hyperlapse from 360 Degree Video
inferredcites →https://doi.org/10.1109/tvcg.2018.2793599openalex-snapshot
Saliency in VR: How Do People Explore Virtual Environments?
inferredcites →https://doi.org/10.1145/2993369.2993375openalex-snapshot
The asynchronous time warp for virtual reality on consumer hardware
inferredcites →https://doi.org/10.1145/3083187.3083215openalex-snapshot
360-Degree Video Head Movement Dataset
inferredcites →https://doi.org/10.1145/3083187.3083218openalex-snapshot
A Dataset of Head and Eye Movements for 360 Degree Images
inferredcites →https://doi.org/10.1145/3123266.3123414openalex-snapshot
Adaptive 360-Degree Video Streaming using Scalable Video Coding
inferredcites →https://doi.org/10.1145/3204949.3208134openalex-snapshot
AVtrack360
inferredcites →https://doi.org/10.1145/3204949.3208139openalex-snapshot
A dataset of head and eye movements for 360° videos
inferredcites →https://doi.org/10.1167/7.14.4openalex-snapshot
The central fixation bias in scene viewing: Selecting an optimal viewing position independently of motor biases and image feature distributions
inferredcites →https://doi.org/10.1201/b16191openalex-snapshot
Human Factors Engineering and Ergonomics
inferredcites →https://doi.org/10.3389/fpsyg.2017.02116openalex-snapshot
A Public Database of Immersive VR Videos with Corresponding Ratings of Arousal, Valence, and Correlations between Head Movements and Self Report Measures
inferredcites →https://doi.org/10.3389/neuro.12.006.2007openalex-snapshot
What is intrinsic motivation? A typology of computational approaches
inferredcites →https://doi.org/10.3758/s13428-012-0226-9openalex-snapshot
Methods for comparing scanpaths and saliency maps: strengths and weaknesses
inferredcites →https://doi.org/10.48550/arxiv.1708.00919openalex-snapshot
Learning Spherical Convolution for Fast Features from 360° Imagery
inferredcites →https://doi.org/10.48550/arxiv.1801.10130openalex-snapshot
Spherical CNNs

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-19-2266-4_25openalex-snapshot
Weakly Supervised Bolt Detection Model Based on Attention Mechanism
inferred← citeshttps://doi.org/10.1007/s11432-024-4133-3openalex-snapshot
Perceptual video quality assessment: a survey
inferred← citeshttps://doi.org/10.1016/j.displa.2021.102082openalex-snapshot
RAFNet: RGB-D attention feature fusion network for indoor semantic segmentation
inferred← citeshttps://doi.org/10.1016/j.displa.2022.102238openalex-snapshot
Hybrid attention network for image captioning
inferred← citeshttps://doi.org/10.1016/j.displa.2023.102463openalex-snapshot
QoE enhancement of the industrial metaverse based on Mixed Reality application optimization
inferred← citeshttps://doi.org/10.1016/j.displa.2023.102552openalex-snapshot
Flow2Flow: Audio-visual cross-modality generation for talking face videos with rhythmic head
inferred← citeshttps://doi.org/10.1016/j.displa.2024.102652openalex-snapshot
A convolutional neural network-based rate control algorithm for VVC intra coding
inferred← citeshttps://doi.org/10.1016/j.displa.2024.102677openalex-snapshot
The influence of signal hue and background music pitch on vigilance
inferred← citeshttps://doi.org/10.1016/j.displa.2025.103129openalex-snapshot
A fast CU partitioning algorithm for VVC based on dual-branch prediction network and hybrid mode decision
inferred← citeshttps://doi.org/10.1016/j.displa.2025.103132openalex-snapshot
SFP-Net: Scatter-feature-perception network for underwater image enhancement
inferred← citeshttps://doi.org/10.1016/j.displa.2025.103199openalex-snapshot
Scanpath prediction in panoramic videos through multimodal fusion
inferred← citeshttps://doi.org/10.1016/j.displa.2025.103302openalex-snapshot
Omnidirectional image quality assessment via multi-perceptual feature fusion
inferred← citeshttps://doi.org/10.1016/j.displa.2026.103369openalex-snapshot
Eye-tracking-based perceptual performance evaluation for multi-screen spliced aircraft
inferred← citeshttps://doi.org/10.1109/aixvr63409.2025.00015openalex-snapshot
Beyond Short Segments: A Comprehensive Multi-Modal Salience Prediction Dataset with Standard-Length 360-Degree Videos
inferred← citeshttps://doi.org/10.1109/issre59848.2023.00056openalex-snapshot
ReSPlay: Improving Cross-Platform Record-and-Replay with GUI Sequence Matching
inferred← citeshttps://doi.org/10.1109/tcsvt.2021.3126590openalex-snapshot
Viewing Behavior Supported Visual Saliency Predictor for 360 Degree Videos
inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3572380openalex-snapshot
Future Fixation Sequence Prediction for Audio-Visual 360° Videos
inferred← citeshttps://doi.org/10.1109/tip.2022.3208429openalex-snapshot
End-to-End Optimized 360° Image Compression
inferred← citeshttps://doi.org/10.1109/tpami.2025.3604091openalex-snapshot
Spherical Vision Transformers for Audio-Visual Saliency Prediction in 360$^{\circ }$∘ Videos
inferred← citeshttps://doi.org/10.1145/3511603openalex-snapshot
Spherical Convolution Empowered Viewport Prediction in 360 Video Multicast with Limited FoV Feedback
inferred← citeshttps://doi.org/10.1145/3565024openalex-snapshot
Toward Visual Behavior and Attention Understanding for Augmented 360 Degree Videos
inferred← citeshttps://doi.org/10.1145/3757377.3763849openalex-snapshot
How Does a Virtual Agent Decide Where to Look? Symbolic Cognitive Reasoning for Embodied Head Rotation
inferred← citeshttps://doi.org/10.3390/s22030819openalex-snapshot
Machine Learning for Multimedia Communications
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