SOD CNNs-based code list

The repository provide a summary (Code and Paper) for salient object detection with deep learning.

2D RGB saliency detection

2019

No.	Pub.	Title	Links
01	CVPR	AFNet: Attentive Feedback Network for Boundary-aware Salient Object Detection	Paper/Code
02	CVPR	BASNet: Boundary Aware Salient Object Detection	Paper/Code
03	CVPR	CPD: Cascaded Partial Decoder for Accurate and Fast Salient Object Detection	Paper/Code
04	CVPR	Multi-source weak supervision for saliency detection	Paper/Code
05	CVPR	MLMSNet:A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision	Paper/Code
06	CVPR	CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection	Paper/Code
07	CVPR	PoolNet: A Simple Pooling-Based Design for Real-Time Salient Object Detection	Paper/Code
08	CVPR	An Iterative and Cooperative Top-down and Bottom-up Inference Network for Salient Object Detection	Paper/Code
09	CVPR	Pyramid Feature Attention Network for Saliency detection	Paper/Code
10	AAAI	Deep Embedding Features for Salient Object Detection	Paper/Code
11	ICIP	Salient Object Detection Via Deep Hierarchical Context Aggregation And Multi-Layer Supervision	Paper/Code
12	IEEE TCyb	ROSA: Robust Salient Object Detection against Adversarial Attacks	Paper/Code
13	arXiv	DSAL-GAN: DENOISING BASED SALIENCY PREDICTION WITH GENERATIVE ADVERSARIAL NETWORKS	Paper/Code
14	arXiv	SAC-Net: Spatial Attenuation Context for Salient Object Detection	Paper/Code
15	arXiv	SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection	Paper/Code
16	arXiv	Region Refinement Network for Salient Object Detection	Paper/Code
17	arXiv	Contour Loss: Boundary-Aware Learning for Salient Object Segmentation	Paper/Code
18	arXiv	OGNet: Salient Object Detection with Output-guided Attention Module	Paper/Code
19	arXiv	Edge-guided Non-local Fully Convolutional Network for Salient Object Detection	Paper/Code
20	ICCV	FLoss:Optimizing the F-measure for Threshold-free Salient Object Detection	Paper/Code
21	ICCV	Stacked Cross Refinement Network for Salient Object Detection	Paper/Code
22	ICCV	Selectivity or Invariance: Boundary-aware Salient Object Detection	Paper/Code

2018

No.	Pub.	Title	Links
01	CVPR	A Bi-Directional Message Passing Model for Salient Object Detection	Paper/Code
02	CVPR	PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection	Paper/Code
03	CVPR	PAGR: Progressive Attention Guided Recurrent Network for Salient Object Detection	Paper/Code
04	CVPR	Learning to promote saliency detectors	Paper/Code
05	CVPR	Detect Globally, Refine Locally: A Novel Approach to Saliency Detection	Paper/Code
06	CVPR	Salient Object Detection Driven by Fixation Prediction	Paper/Code
07	IJCAI	R3Net: Recurrent Residual Refinement Network for Saliency Detection	Paper/Code
08	IJCAI	LFR: Salient Object Detection by Lossless Feature Reflection	Paper/Code
09	ECCV	Contour Knowledge Transfer for Salient Object Detection	Paper/Code
10	ECCV	Reverse Attention for Salient Object Detection	Paper/Code
11	IEEE TIP	An unsupervised game-theoretic approach to saliency detection	Paper/Code
12	arXiv	Agile Amulet: Real-Time Salient Object Detection with Contextual Attention	Paper/Code
13	arXiv	HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection	Paper/Code
14	arXiv	(TBOS)Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction	Paper/Code

2017

No.	Pub.	Title	Links
01	CVPR	DSS: Deeply Supervised Salient Object Detection with Short Connections	Paper/Code
02	CVPR	Non-Local Deep Features for Salient Object Detection	Paper/Code
03	CVPR	Learning to Detect Salient Objects with Image-level Supervision	Paper/Code
04	CVPR	SalGAN: visual saliency prediction with adversarial networks	Paper/Code
05	ICCV	A Stagewise Refinement Model for Detecting Salient Objects in Images	Paper/Code
06	ICCV	Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection	Paper/Code
07	ICCV	Learning Uncertain Convolutional Features for Accurate Saliency Detection	Paper/Code

2016

No.	Pub.	Title	Links
01	CVPR	DHSNet: Deep hierarchical saliency network for salient object detection	Paper/Code
02	CVPR	ELD: Deep Saliency with Encoded Low level Distance Map and High Level Features	Paper/Code
03	ECCV	RFCN: Saliency detection with recurrent fully convolutional networks	Paper/Code