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Saliency Detection

24 papers with code · Computer Vision

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Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

10 Feb 2020anvoynov/GANLatentDiscovery

The latent spaces of typical GAN models often have semantically meaningful directions.

SALIENCY DETECTION

91
10 Feb 2020
1
08 Dec 2019

Memory-oriented Decoder for Light Field Salient Object Detection

NeurIPS 2019 OIPLab-DUT/MoLF

In this paper, we present a deep-learning-based method where a novel memory-oriented decoder is tailored for light field saliency detection.

SALIENCY DETECTION SALIENT OBJECT DETECTION

2
01 Dec 2019

Motion Guided Attention for Video Salient Object Detection

ICCV 2019 lhaof/Motion-Guided-Attention

In this paper, we develop a multi-task motion guided video salient object detection network, which learns to accomplish two sub-tasks using two sub-networks, one sub-network for salient object detection in still images and the other for motion saliency detection in optical flow images.

OPTICAL FLOW ESTIMATION SALIENCY DETECTION VIDEO SALIENT OBJECT DETECTION

69
16 Sep 2019

Towards High-Resolution Salient Object Detection

ICCV 2019 yi94code/HRSOD

This paper pushes forward high-resolution saliency detection, and contributes a new dataset, named High-Resolution Salient Object Detection (HRSOD).

SALIENCY DETECTION SALIENT OBJECT DETECTION

25
20 Aug 2019

TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection

ICCV 2019 MichiganCOG/TASED-Net

It consists of two building blocks: first, the encoder network extracts low-resolution spatiotemporal features from an input clip of several consecutive frames, and then the following prediction network decodes the encoded features spatially while aggregating all the temporal information.

VIDEO SALIENCY DETECTION

33
15 Aug 2019

Light Field Saliency Detection with Deep Convolutional Networks

19 Jun 2019pencilzhang/LFNet-light-field-saliency-net

Light field imaging presents an attractive alternative to RGB imaging because of the recording of the direction of the incoming light.

SALIENCY DETECTION

6
19 Jun 2019

Time-Series Anomaly Detection Service at Microsoft

10 Jun 2019yoshinaga0106/spectral-residual

At Microsoft, we develop a time-series anomaly detection service which helps customers to monitor the time-series continuously and alert for potential incidents on time.

ANOMALY DETECTION SALIENCY DETECTION TIME SERIES

14
10 Jun 2019

Saliency detection based on structural dissimilarity induced by image quality assessment model

24 May 2019yangli-xjtu/SDS

Similar to IQA models, the structural dissimilarity is computed based on the correlation of the structural features.

IMAGE QUALITY ASSESSMENT SALIENCY DETECTION

1
24 May 2019