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Datasets

Greatest papers with code

Res2Net: A New Multi-scale Backbone Architecture

2 Apr 2019rwightman/pytorch-image-models

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 INSTANCE SEGMENTATION RGB SALIENT OBJECT DETECTION SALIENT OBJECT DETECTION

U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection

18 May 2020NathanUA/U-2-Net

In this paper, we design a simple yet powerful deep network architecture, U$^2$-Net, for salient object detection (SOD).

IMAGE CLASSIFICATION RGB SALIENT OBJECT DETECTION SALIENCY DETECTION 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.

CAMOUFLAGED OBJECT SEGMENTATION RGB SALIENT OBJECT DETECTION SALIENCY PREDICTION SALIENT OBJECT DETECTION SSIM

A Simple Pooling-Based Design for Real-Time Salient Object Detection

CVPR 2019 backseason/PoolNet

We further design a feature aggregation module (FAM) to make the coarse-level semantic information well fused with the fine-level features from the top-down pathway.

RGB SALIENT OBJECT DETECTION SALIENT OBJECT DETECTION

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

19 Apr 2019wenguanwang/SODsurvey

As an essential problem in computer vision, salient object detection (SOD) has attracted an increasing amount of research attention over the years.

RGB SALIENT OBJECT DETECTION SALIENCY PREDICTION SALIENT OBJECT DETECTION

EGNet: Edge Guidance Network for Salient Object Detection

ICCV 2019 JXingZhao/EGNet

In the second step, we integrate the local edge information and global location information to obtain the salient edge features.

CAMOUFLAGED OBJECT SEGMENTATION CO-SALIENT OBJECT DETECTION SALIENT OBJECT DETECTION

Shifting More Attention to Video Salient Object Detection

CVPR 2019 DengPingFan/DAVSOD

This is the first work that explicitly emphasizes the challenge of saliency shift, i. e., the video salient object(s) may dynamically change.

 Ranked #1 on Video Salient Object Detection on FBMS-59 (using extra training data)

SALIENT OBJECT DETECTION VIDEO SALIENT OBJECT DETECTION

Highly Efficient Salient Object Detection with 100K Parameters

ECCV 2020 MCG-NKU/SOD100K

Salient object detection models often demand a considerable amount of computation cost to make precise prediction for each pixel, making them hardly applicable on low-power devices.

RGB SALIENT OBJECT DETECTION SALIENT OBJECT DETECTION

Multi-scale Interactive Network for Salient Object Detection

CVPR 2020 lartpang/MINet

To obtain more efficient multi-scale features from the integrated features, the self-interaction modules are embedded in each decoder unit.

RGB SALIENT OBJECT DETECTION SALIENT OBJECT DETECTION