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Gaze Estimation

12 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.

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

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

Photo-realistic Monocular Gaze Redirection using Generative Adversarial Networks

29 Mar 2019HzDmS/gaze_redirection

In this work, we present a novel method to alleviate this problem by leveraging generative adversarial training to synthesize an eye image conditioned on a target gaze direction.

GAZE ESTIMATION

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

24 Nov 2017trakaros/MPIIGaze

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

GAZE ESTIMATION

Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues

8 May 2018crisie/CRNN-Gaze

Gaze behavior is an important non-verbal cue in social signal processing and human-computer interaction.

GAZE ESTIMATION

Unsupervised Learning of Eye Gaze Representation from the Web

4 Apr 2019Neerudubey/Unsupervised-Eye-gaze-estimation

Automatic eye gaze estimation has interested researchers for a while now.

GAZE ESTIMATION

Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation

CVPR 2019 vsingh-group/MeNets

nature of this data suggests better estimation may be possible if the model explicitly made use of such "repeated measurements" from each user as is commonly done in classical statistical analysis using so-called mixed effects models.

GAZE ESTIMATION

Eye Tracking for Everyone

CVPR 2016 Sumanthnr93/eye_tracker

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 GAZE ESTIMATION