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Semantic Segmentation

Papers

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Showing 13701–13750 of 14763 papers

TitleStatusHype
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph GenerationCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
CloudSegNet: A Deep Network for Nychthemeron Cloud Image SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Fluid Viscosity Prediction Leveraging Computer Vision and Robot InteractionCode0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio SemanticsCode0
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation ModelsCode0
ClickVOS: Click Video Object SegmentationCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging SegmentationCode0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image SegmentationCode0
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring ExpressionsCode0
Dual Thinking and Logical Processing -- Are Multi-modal Large Language Models Closing the Gap with Human Vision ?Code0
A Framework for Real-Time Volcano-Seismic Event Recognition Based on Multi-Station Seismograms and Semantic Segmentation ModelsCode0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
Dual Prototypical Contrastive Learning for Few-shot Semantic SegmentationCode0
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray SegmentationCode0
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
Dual Attention Network for Scene SegmentationCode0
Focused Proofreading: Efficiently Extracting Connectomes from Segmented EM ImagesCode0
FocusNet: An attention-based Fully Convolutional Network for Medical Image SegmentationCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
Clearing noisy annotations for computed tomography imagingCode0
ClearGrasp: 3D Shape Estimation of Transparent Objects for ManipulationCode0
Masking Hyperspectral Imaging Data with Pretrained ModelsCode0
A Foundation Model for General Moving Object Segmentation in Medical ImagesCode0
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GANCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
A Spacecraft Dataset for Detection, Segmentation and Parts RecognitionCode0
An Efficient Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total VariationCode0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps SegmentationCode0
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic SegmentationCode0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
[MASK] is All You NeedCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention UnderstandingCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationCode0
Actor-Critic Instance SegmentationCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified