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Saliency Detection

24 papers with code ยท Computer Vision

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An Analysis of Object Representations in Deep Visual Trackers

8 Jan 2020

Despite these strong priors, we show that deep trackers often default to tracking by saliency detection - without relying on the object instance representation.

SALIENCY DETECTION VISUAL TRACKING

Inducing Stronger Object Representations in Deep Visual Trackers

ICLR 2020

Fully convolutional deep correlation networks are integral components of state-of- the-art approaches to single object visual tracking.

SALIENCY DETECTION VISUAL TRACKING

A General Framework for Saliency Detection Methods

27 Dec 2019

Saliency detection is one of the most challenging problems in the fields of image analysis and computer vision.

SALIENCY DETECTION

\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks

21 Dec 2019

Fusing complementary information of RGB and depth has been demonstrated to be effective for image salient object detection which is known as RGB-D salient object detection problem.

EDGE DETECTION SALIENCY DETECTION SALIENT OBJECT DETECTION

DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision

NeurIPS 2019

Alternative unsupervised approaches rely on careful selection of multiple handcrafted saliency methods to generate noisy pseudo-ground-truth labels.

SALIENCY DETECTION SALIENCY PREDICTION SALIENT OBJECT DETECTION

CAGNet: Content-Aware Guidance for Salient Object Detection

29 Nov 2019

Beneficial from Fully Convolutional Neural Networks (FCNs), saliency detection methods have achieved promising results.

SALIENCY DETECTION SALIENT OBJECT DETECTION

Boosting Object Recognition in Point Clouds by Saliency Detection

6 Nov 2019

Object recognition in 3D point clouds is a challenging task, mainly when time is an important factor to deal with, such as in industrial applications.

OBJECT RECOGNITION SALIENCY DETECTION

An End-to-End Network for Co-Saliency Detection in One Single Image

25 Oct 2019

As a common visual problem, co-saliency detection within a single image does not attract enough attention and yet has not been well addressed.

CO-SALIENCY DETECTION SALIENCY PREDICTION

Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks

17 Oct 2019

In this paper, we introduce the proposed methods in both saliency detection and retargeting.

SALIENCY DETECTION SEMANTIC SEGMENTATION

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

ICCV 2019

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