RGB Salient Object Detection
13개 벤치마크 · 논문 222편 · 이 태스크의 논문 보기 →
Benchmarks
DUTS-TE
DUT-OMRON
ECSSD
HKU-IS
HRSOD
PASCAL-S
DAVIS-S
UHRSD
ISTD
SBU / SBU-Refine
SOC
UCF
SOD
Most implemented
Res2Net: A New Multi-scale Backbone Architecture
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection
RGB-D Salient Object Detection: A Survey
EGNet: Edge Guidance Network for Salient Object Detection
A Simple Pooling-Based Design for Real-Time Salient Object Detection
P2T: Pyramid Pooling Transformer for Scene Understanding
Papers
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior
Dichotomous Image Segmentation (DIS) is a high-precision object segmentation task for high-resolution natural images. The current mainstream methods focus on the optimization of local details but overlook the fundamental…
Dichotomous Image SegmentationImage SegmentationRGB Salient Object DetectionSegmentation+1CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement
Most of the current salient object detection approaches use deeper networks with large backbones to produce more accurate predictions, which results in a significant increase in computational complexity. A great number o…
Decoderobject-detectionObject DetectionRGB Salient Object Detection+1CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection
The depth/thermal information is beneficial for detecting salient object with conventional RGB images. However, in dual-modal salient object detection (SOD) model, the robustness against noisy inputs and modality missing…
CoLALanguage ModelingLanguage Modellingobject-detection+5Bilateral Reference for High-Resolution Dichotomous Image Segmentation
We introduce a novel bilateral reference framework (BiRefNet) for high-resolution dichotomous image segmentation (DIS). It comprises two essential components: the localization module (LM) and the reconstruction module (R…
Camouflaged Object SegmentationDichotomous Image SegmentationImage SegmentationObject Localization+2M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection
Most existing salient object detection methods mostly use U-Net or feature pyramid structure, which simply aggregates feature maps of different scales, ignoring the uniqueness and interdependence of them and their respec…
object-detectionObject DetectionRGB Salient Object DetectionSalient Object DetectionRevisiting Image Pyramid Structure for High Resolution Salient Object Detection
Salient object detection (SOD) has been in the spotlight recently, yet has been studied less for high-resolution (HR) images. Unfortunately, HR images and their pixel-level annotations are certainly more labor-intensive …
Dichotomous Image SegmentationObject DetectionRGB Salient Object DetectionSalient Object Detection+1