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Semantic Segmentation

Papers

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Showing 8151–8200 of 14763 papers

TitleStatusHype
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Instant Domain Augmentation for LiDAR Semantic Segmentation—0
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
Instance-Specific Feature Propagation for Referring Segmentation—0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
Instance-sensitive Fully Convolutional Networks—0
Deep Classification Network for Monocular Depth Estimation—0
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts—0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
Instance segmentation with the number of clusters incorporated in embedding learning—0
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction—0
Instance Segmentation with Point Supervision—0
Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers—0
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks—0
Instance Segmentation with Cross-Modal Consistency—0
Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from a Pile of Objects—0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation—0
Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN—0
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation—0
Maximin affinity learning of image segmentation—0
Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation—0
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation—0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—0
Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization—0
Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest—0
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes—0
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
Instance Segmentation of Reinforced Concrete Bridges with Synthetic Point Clouds—0
Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade—0
Deep Attention Unet: A Network Model with Global Feature Perception Ability—0
Mayfly optimization with deep learning enabled retinal fundus image classification model—0
Automating Sonologists USG Commands with AI and Voice Interface—0
Instance Segmentation of Industrial Point Cloud Data—0
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning—0
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors—0
Instance Segmentation of Dislocations in TEM Images—0
Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement—0
Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation—0
Instance segmentation of buildings using keypoints—0
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images—0
Deep Affinity Net: Instance Segmentation via Affinity—0
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC—0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
Automating Cobb Angle Measurement for Adolescent Idiopathic Scoliosis using Instance Segmentation—0
All Attention U-NET for Semantic Segmentation of Intracranial Hemorrhages In Head CT Images—0
Active Image Segmentation Propagation—0
Instance Segmentation for Point Sets—0
Deep Active Contours Using Locally Controlled Distance Vector Flow—0
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image—0
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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