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Semantic Segmentation

Papers

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Showing 7651–7700 of 14763 papers

TitleStatusHype
Toward Fast, Flexible, and Robust Low-Light Image EnhancementCode2
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation—0
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information MaximizationCode1
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints—0
PP-Matting: High-Accuracy Natural Image Matting—0
Hephaestus: A large scale multitask dataset towards InSAR understandingCode1
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network—0
RangeUDF: Semantic Surface Reconstruction from 3D Point CloudsCode2
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image SegmentationCode1
Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering—0
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity—0
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationCode1
Modeling Missing Annotations for Incremental Learning in Object DetectionCode1
Multimodal Token Fusion for Vision TransformersCode1
Semi-supervised 3D shape segmentation with multilevel consistency and part substitutionCode1
Shape-Aware Monocular 3D Object Detection—0
Dual-Domain Image Synthesis using Segmentation-Guided GANCode1
Image Data Augmentation for Deep Learning: A Survey—0
Less than Few: Self-Shot Video Instance Segmentation—0
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation—0
VSA: Learning Varied-Size Window Attention in Vision TransformersCode2
Temporally Efficient Vision Transformer for Video Instance SegmentationCode2
U-Net and its variants for Medical Image Segmentation : A short review—0
An Extendable, Efficient and Effective Transformer-based Object Detector—0
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention NetworkCode0
Continual Hippocampus Segmentation with TransformersCode1
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial ImagesCode1
GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation—0
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationCode1
Language-Grounded Indoor 3D Semantic Segmentation in the WildCode1
IOP-FL: Inside-Outside Personalization for Federated Medical Image SegmentationCode1
Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image SegmentationCode1
ResT V2: Simpler, Faster and StrongerCode2
Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm—0
Invisible-to-Visible: Privacy-Aware Human Instance Segmentation using Airborne Ultrasound via Collaborative Learning Variational Autoencoder—0
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic SegmentationCode2
Interactive Object Segmentation in 3D Point CloudsCode1
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
DeiT III: Revenge of the ViTCode1
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage FrameworksCode1
PLGAN: Generative Adversarial Networks for Power-Line Segmentation in Aerial Images—0
Neighborhood Attention TransformerCode2
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation—0
Unsupervised Deep Learning Meets Chan-Vese ModelCode0
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma—0
Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT—0
Deep Learning Model with GA based Feature Selection and Context Integration—0
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information—0
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral ImagesCode0
Adaptive Memory Management for Video Object SegmentationCode0
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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