Browse > Computer Vision > Object Detection > Salient Object Detection

Salient Object Detection

15 papers with code · Computer Vision
Subtask of Object Detection

Salient object detection is a task based on a visual attention mechanism, in which algorithms aim to explore objects or regions more attentive than the surrounding areas on the scene or images.

State-of-the-art leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

Res2Net: A New Multi-scale Backbone Architecture

2 Apr 2019osmr/imgclsmob

We evaluate the Res2Net block on all these models and demonstrate consistent performance gains over baseline models on widely-used datasets, e. g., CIFAR-100 and ImageNet.

IMAGE CLASSIFICATION SALIENT OBJECT DETECTION

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

19 Apr 2019wenguanwang/SODsurvey

As an important problem in computer vision, salient object detection (SOD) from images has been attracting an increasing amount of research effort over the years.

SALIENCY PREDICTION SALIENT OBJECT DETECTION

Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection

ECCV 2018 shenjianbing/PDB-ConvLSTM

This paper proposes a fast video salient object detection model, based on a novel recurrent network architecture, named Pyramid Dilated Bidirectional ConvLSTM (PDB-ConvLSTM).

SALIENT OBJECT DETECTION SEMANTIC SEGMENTATION UNSUPERVISED VIDEO OBJECT SEGMENTATION VIDEO SEMANTIC SEGMENTATION

Cascaded Partial Decoder for Fast and Accurate Salient Object Detection

CVPR 2019 wuzhe71/CPD

In this paper, we propose a novel Cascaded Partial Decoder (CPD) framework for fast and accurate salient object detection.

SALIENT OBJECT DETECTION

Reverse Attention for Salient Object Detection

ECCV 2018 ShuhanChen/RAS_ECCV18

Benefit from the quick development of deep learning techniques, salient object detection has achieved remarkable progresses recently.

SALIENCY PREDICTION SALIENT OBJECT DETECTION

Adaptive Fusion for RGB-D Salient Object Detection

5 Jan 2019Lucia-Ningning/Adaptive_Fusion_RGBD_Saliency_Detection

RGB-D salient object detection aims to identify the most visually distinctive objects in a pair of color and depth images.

SALIENT OBJECT DETECTION

Salient Object Detection Driven by Fixation Prediction

CVPR 2018 wenguanwang/ASNet

Salient object detection is then viewed as fine-grained object-level saliency segmentation and is progressively optimized with the guidance of the fixation map in a top-down manner.

SALIENT OBJECT DETECTION

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

Contour Knowledge Transfer for Salient Object Detection

ECCV 2018 lixin666/C2SNet

Our goal is to overcome this limitation by automatically converting an existing deep contour detection model into a salient object detection model without using any manual salient object masks.

CONTOUR DETECTION SALIENT OBJECT DETECTION TRANSFER LEARNING

Hyperspectral Image Dataset for Benchmarking on Salient Object Detection

29 Jun 2018gistairc/HS-SOD

Many works have been done on salient object detection using supervised or unsupervised approaches on colour images.

SALIENCY DETECTION SALIENT OBJECT DETECTION