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Gaze Estimation

18 papers with code · Computer Vision

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Learning from Simulated and Unsupervised Images through Adversarial Training

CVPR 2017 tensorflow/models

With recent progress in graphics, it has become more tractable to train models on synthetic images, potentially avoiding the need for expensive annotations.

DOMAIN ADAPTATION GAZE ESTIMATION HAND POSE ESTIMATION IMAGE-TO-IMAGE TRANSLATION

Fine-Grained Head Pose Estimation Without Keypoints

2 Oct 2017natanielruiz/deep-head-pose

Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment.

FACE ALIGNMENT GAZE ESTIMATION HEAD POSE ESTIMATION

Eye Tracking for Everyone

CVPR 2016 CSAILVision/GazeCapture

We believe that we can put the power of eye tracking in everyone's palm by building eye tracking software that works on commodity hardware such as mobile phones and tablets, without the need for additional sensors or devices.

CALIBRATION EYE TRACKING GAZE ESTIMATION

Deep Pictorial Gaze Estimation

ECCV 2018 swook/GazeML

In this paper, we introduce a novel deep neural network architecture specifically designed for the task of gaze estimation from single eye input.

GAZE ESTIMATION

Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks

ECCV 2018 recasens/Saliency-Sampler

We introduce a saliency-based distortion layer for convolutional neural networks that helps to improve the spatial sampling of input data for a given task.

CARICATURE GAZE ESTIMATION IMAGE CLASSIFICATION OBJECT CLASSIFICATION

RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments

ECCV 2018 Tobias-Fischer/rt_gene

We first record a novel dataset of varied gaze and head pose images in a natural environment, addressing the issue of ground truth annotation by measuring head pose using a motion capture system and eye gaze using mobile eyetracking glasses.

GAZE ESTIMATION IMAGE INPAINTING MOTION CAPTURE

Few-Shot Adaptive Gaze Estimation

ICCV 2019 NVlabs/few_shot_gaze

Inter-personal anatomical differences limit the accuracy of person-independent gaze estimation networks.

CALIBRATION GAZE ESTIMATION META-LEARNING

MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation

24 Nov 2017hysts/pytorch_mpiigaze

Second, we present an extensive evaluation of state-of-the-art gaze estimation methods on three current datasets, including MPIIGaze.

GAZE ESTIMATION

It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation

27 Nov 2016hysts/pytorch_mpiigaze

Eye gaze is an important non-verbal cue for human affect analysis.

GAZE ESTIMATION

Appearance-Based Gaze Estimation in the Wild

CVPR 2015 hysts/pytorch_mpiigaze

Appearance-based gaze estimation is believed to work well in real-world settings, but existing datasets have been collected under controlled laboratory conditions and methods have been not evaluated across multiple datasets.

GAZE ESTIMATION