Browse SoTA > Computer Vision > Object Detection > Salient Object Detection

Salient Object Detection

43 papers with code ยท 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.

( Image credit: Attentive Feedback Network for Boundary-Aware Salient Object Detection )

Leaderboards

Latest papers without code

Re-thinking Co-Salient Object Detection

7 Jul 2020

CoSOD is an emerging and rapidly growing extension of salient object detection (SOD), which aims to detect the co-occurring salient objects in a group of images.

SALIENT OBJECT DETECTION

RGBT Salient Object Detection: A Large-scale Dataset and Benchmark

7 Jul 2020

Salient object detection in complex scenes and environments is a challenging research topic.

SALIENT OBJECT DETECTION

Taking a Deeper Look at Co-Salient Object Detection

CVPR 2020

Co-salient object detection (CoSOD) is a newly emerging and rapidly growing branch of salient object detection (SOD), which aims to detect the co-occurring salient objects in multiple images.

SALIENT OBJECT DETECTION

JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection

CVPR 2020

This paper proposes a novel joint learning and densely-cooperative fusion (JL-DCF) architecture for RGB-D salient object detection.

SALIENT OBJECT DETECTION

Weakly-Supervised Salient Object Detection via Scribble Annotations

CVPR 2020

In this paper, we propose a weakly-supervised salient object detection model to learn saliency from such annotations.

EDGE DETECTION SALIENT OBJECT DETECTION

Label Decoupling Framework for Salient Object Detection

CVPR 2020

Though remarkable progress has been achieved, we observe that the closer the pixel is to the edge, the more difficult it is to be predicted, because edge pixels have a very imbalance distribution.

SALIENT OBJECT DETECTION

Is Depth Really Necessary for Salient Object Detection?

30 May 2020

To solve this, many recent RGBD-based networks are proposed by adopting the depth map as an independent input and fuse the features with RGB information.

SALIENT OBJECT DETECTION

Multi-interactive Encoder-decoder Network for RGBT Salient Object Detection

5 May 2020

Our network relies on an encoder-decoder for the feature extraction and fusion, and we design a multi-interaction block (MIB) to model the interactions of different modalities, different layers and local-global information.

SALIENT OBJECT DETECTION

Bilateral Attention Network for RGB-D Salient Object Detection

30 Apr 2020

To better explore salient information in both foreground and background regions, this paper proposes a Bilateral Attention Network (BiANet) for the RGB-D SOD task.

SALIENT OBJECT DETECTION

Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network

30 Apr 2020

Salient object detection has achieved great improvement by using the Fully Convolution Network (FCN).

OBJECT LOCALIZATION SALIENT OBJECT DETECTION SEMANTIC SEGMENTATION