SOTAVerified

Shadow Detection

Papers

Showing 125 of 79 papers

TitleStatusHype
S-EO: A Large-Scale Dataset for Geometry-Aware Shadow Detection in Remote Sensing Applications0
FastInstShadow: A Simple Query-Based Model for Instance Shadow DetectionCode0
QDCNN: Quantum Deep Learning for Enhancing Safety and Reliability in Autonomous Transportation Systems0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis0
Test-Time Intensity Consistency Adaptation for Shadow Detection0
Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning EraCode2
RenDetNet: Weakly-supervised Shadow Detection with Shadow Caster VerificationCode0
Timeline and Boundary Guided Diffusion Network for Video Shadow DetectionCode0
Language-Driven Interactive Shadow DetectionCode0
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and MoreCode5
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow DetectionCode0
CloudS2Mask: A novel deep learning approach for improved cloud and cloud shadow masking in Sentinel-2 imageryCode1
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTICode0
Delving into Dark Regions for Robust Shadow DetectionCode0
Differentiable Point-based Inverse Rendering0
AdapterShadow: Adapting Segment Anything Model for Shadow DetectionCode1
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images0
SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy LabelsCode1
DESOBAv2: Towards Large-scale Real-world Dataset for Shadow GenerationCode1
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow DetectionCode1
SAM-helps-Shadow:When Segment Anything Model meet shadow removalCode0
Explicit Visual Prompting for Universal Foreground SegmentationsCode2
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
When SAM Meets Shadow DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FDRNet (ICCV 2021) (256x256)BER14.39Unverified
2DSC (CVPR 2018, TPAMI 2020) (256x256)BER10.97Unverified
3BDRAR (ECCV 2018) (256x256)BER10.09Unverified
4FSDNet (TIP 2021) (256x256)BER9.93Unverified
5DSC (CVPR 2018, TPAMI 2020) (512x512)BER9.53Unverified
6MTMT-Net (CVPR 2020) (256x256)BER8.9Unverified
7FSDNet (TIP 2021) (512x512)BER8.84Unverified
8BDRAR (ECCV 2018) (512x512)BER8.79Unverified
9SDDNet (MM 2023) (256x256)BER8.66Unverified
10ECA (MM 2021) (256x256)BER8.58Unverified
#ModelMetricClaimedVerifiedStatus
1ECA (MM 2021) (512x512)BER7.52Unverified
2FSDNet (TIP 2021) (256x256)BER7.16Unverified
3ECA (MM 2021) (256x256)BER7.08Unverified
4FSDNet (TIP 2021) (512x512)BER6.8Unverified
5DSC (CVPR 2018, TPAMI 2020) (256x256)BER6.79Unverified
6DSC (CVPR 2018, TPAMI 2020) (512x512)BER6.34Unverified
7MTMT-Net (CVPR 2020) (256x256)BER6.32Unverified
8BDRAR (ECCV 2018) (256x256)BER6.27Unverified
9MTMT-Net (CVPR 2020) (512x512)BER5.79Unverified
10FDRNet (ICCV 2021) (256x256)BER5.64Unverified