Browse SoTA > Computer Vision > Scanpath prediction

Scanpath prediction

4 papers with code · Computer Vision

Learning to Predict Sequences of Human Fixations.

Benchmarks

Greatest papers with code

SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes

11 Jul 2017massens/saliency-360salient-2017

The first part of the network consists of a model trained to generate saliency volumes, whose parameters are fit by back-propagation computed from a binary cross entropy (BCE) loss over downsampled versions of the saliency volumes.

SCANPATH PREDICTION

PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks

3 Sep 2018imatge-upc/pathgan

We introduce PathGAN, a deep neural network for visual scanpath prediction trained on adversarial examples.

ADVERSARIAL TRAINING SCANPATH PREDICTION

Variational Laws of Visual Attention for Dynamic Scenes

NeurIPS 2017 dariozanca/eymol

We devise variational laws of the eye-movement that rely on a generalized view of the Least Action Principle in physics.

SALIENCY DETECTION SCANPATH PREDICTION

Gravitational Laws of Focus of Attention

IEEE Transactions on Pattern Analysis and Machine Intelligence 2019 dariozanca/G-Eymol

The understanding of the mechanisms behind focus of attention in a visual scene is a problem of great interest in visual perception and computer vision.

SALIENCY DETECTION SALIENCY PREDICTION SCANPATH PREDICTION