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Saliency Prediction

37 papers with code · Computer Vision

Benchmarks

Latest papers with code

Semantic Segmentation of Underwater Imagery: Dataset and Benchmark

2 Apr 2020xahidbuffon/SUIM-Net

In this paper, we present the first large-scale dataset for semantic Segmentation of Underwater IMagery (SUIM).

SALIENCY PREDICTION SCENE UNDERSTANDING SEMANTIC SEGMENTATION

12
02 Apr 2020

Unified Image and Video Saliency Modeling

11 Mar 2020rdroste/unisal

We evaluate our method on the video saliency datasets DHF1K, Hollywood-2 and UCF-Sports, and the image saliency datasets SALICON and MIT300.

DOMAIN ADAPTATION SALIENCY PREDICTION

19
11 Mar 2020

Tidying Deep Saliency Prediction Architectures

10 Mar 2020samyak0210/saliency

As a result, we propose two novel end-to-end architectures called SimpleNet and MDNSal, which are neater, minimal, more interpretable and achieve state of the art performance on public saliency benchmarks.

SALIENCY PREDICTION

10
10 Mar 2020

Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual Perception

4 Feb 2020xahidbuffon/Deep-SESR

In this paper, we introduce and tackle the simultaneous enhancement and super-resolution (SESR) problem for underwater robot vision and provide an efficient solution for near real-time applications.

IMAGE ENHANCEMENT SALIENCY PREDICTION SUPER-RESOLUTION

41
04 Feb 2020

STAViS: Spatio-Temporal AudioVisual Saliency Network

CVPR 2020 atsiami/STAViS

We introduce STAViS, a spatio-temporal audiovisual saliency network that combines spatio-temporal visual and auditory information in order to efficiently address the problem of saliency estimation in videos.

EYE TRACKING SALIENCY PREDICTION

7
09 Jan 2020

Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network

2 Jan 2020cj4L/ESAN-VSP

Due to a variety of motions across different frames, it is highly challenging to learn an effective spatiotemporal representation for accurate video saliency prediction (VSP).

SALIENCY PREDICTION

7
02 Jan 2020

Direction Concentration Learning: Enhancing Congruency in Machine Learning

17 Dec 2019luoyan407/congruency

We propose a Direction Concentration Learning (DCL) method to improve congruency in the learning process, where enhancing congruency influences the convergence path to be less circuitous.

CONTINUAL LEARNING SALIENCY PREDICTION

2
17 Dec 2019

Simple vs complex temporal recurrences for video saliency prediction

3 Jul 2019Linardos/SalEMA

This paper investigates modifying an existing neural network architecture for static saliency prediction using two types of recurrences that integrate information from the temporal domain.

SALIENCY PREDICTION

20
03 Jul 2019

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

2
04 Jun 2019

BASNet: Boundary-Aware Salient Object Detection

CVPR 2019 NathanUA/BASNet

In this paper, we propose a predict-refine architecture, BASNet, and a new hybrid loss for Boundary-Aware Salient object detection.

SALIENCY PREDICTION SALIENT OBJECT DETECTION SSIM

688
01 Jun 2019