Video Saliency Detection

19 papers with code • 5 benchmarks • 2 datasets

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Latest papers with no code

Temporal-Spatial Feature Pyramid for Video Saliency Detection

no code yet • 10 May 2021

Multi-level features are important for saliency detection.

Learning to Explore Intrinsic Saliency for Stereoscopic Video

no code yet • CVPR 2019

Finally, a Convolutional Long Short-Term Memory (Conv-LSTM) based fusion network is developed to model the instantaneous interactions between spatio-temporal and depth attributes, such that the ultimate stereoscopic saliency maps over time are produced.

Unsupervised uncertainty estimation using spatiotemporal cues in video saliency detection

no code yet • 6 Jan 2019

Based on the study, we then develop an algorithm that estimates a pixel-wise uncertainty map that reflects our confidence in the associated computational saliency map by relating a pixel's saliency to the saliency of its neighbors.

Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection

no code yet • 19 Nov 2018

In this paper, based on the fact that salient areas in videos are relatively small and concentrated, we propose a \textbf{key salient object re-augmentation method (KSORA) using top-down semantic knowledge and bottom-up feature guidance} to improve detection accuracy in video scenes.

Salient Object Detection in Video using Deep Non-Local Neural Networks

no code yet • 16 Oct 2018

Detection of salient objects in image and video is of great importance in many computer vision applications.

SG-FCN: A Motion and Memory-Based Deep Learning Model for Video Saliency Detection

no code yet • 21 Sep 2018

To this end, we propose a novel and efficient video eye fixation detection model to improve the saliency detection performance.

Saliency Detection in 360° Videos

no code yet • ECCV 2018

Considering that the 360° videos are usually stored with equirectangular panorama, we propose to implement the spherical convolution on panorama by stretching and rotating the kernel based on the location of patch to be convolved.

Video Saliency Detection by 3D Convolutional Neural Networks

no code yet • 12 Jul 2018

Different from salient object detection methods for still images, a key challenging for video saliency detection is how to extract and combine spatial and temporal features.

Review of Visual Saliency Detection with Comprehensive Information

no code yet • 9 Mar 2018

With the acquisition technology development, more comprehensive information, such as depth cue, inter-image correspondence, or temporal relationship, is available to extend image saliency detection to RGBD saliency detection, co-saliency detection, or video saliency detection.

Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection

no code yet • 25 Jul 2017

As a result, a key issue in video saliency detection is how to effectively capture the intrinsical properties of atomic video structures as well as their associated contextual interactions along the spatial and temporal dimensions.