Gaze Prediction
6 papers with code • 0 benchmarks • 4 datasets
Benchmarks
These leaderboards are used to track progress in Gaze Prediction
OST
OpenEDS2020
GOO
EgoMon
Most implemented papers
Faster gaze prediction with dense networks and Fisher pruning
the-super-toys/glimpse-models
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Twitter 2018
Predicting human fixations from images has recently seen large improvements by leveraging deep representations which were pretrained for object recognition.
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition
hyf015/egocentric-gaze-prediction
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ECCV 2018
We present a new computational model for gaze prediction in egocentric videos by exploring patterns in temporal shift of gaze fixations (attention transition) that are dependent on egocentric manipulation tasks.
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks
Mengmi/deepfuturegaze_gan
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CVPR 2017
Through competition with discriminator, the generator progressively improves quality of the future frames and thus anticipates future gaze better.
The Story in Your Eyes: An Individual-difference-aware Model for Cross-person Gaze Estimation
bjj9/EVE_SCPT
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We propose a novel method on refining cross-person gaze prediction task with eye/face images only by explicitly modelling the person-specific differences.
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction
We present a new dataset and benchmark with the goal of advancing research in the intersection of brain activities and eye movements.
L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments
In this paper, we propose a robust CNN-based model for predicting gaze in unconstrained settings.
