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Semantic Segmentation

Papers

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Showing 1751–1800 of 14763 papers

TitleStatusHype
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary SegmentationCode2
Potential Field as Scene Affordance for Behavior Change-Based Visual Risk Object Identification—0
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
The BRAVO Semantic Segmentation Challenge Results in UNCV2024Code1
ZeroSCD: Zero-Shot Street Scene Change Detection—0
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image SegmentationCode0
Diffusion-based RGB-D Semantic Segmentation with Deformable Attention Transformer—0
Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation—0
SOS: Segment Object System for Open-World Instance Segmentation With Object Priors—0
Lidar Panoptic Segmentation in an Open WorldCode1
Multilateral Cascading Network for Semantic Segmentation of Large-Scale Outdoor Point Clouds—0
Foundation Models for Amodal Video Instance Segmentation in Automated DrivingCode0
GAInS: Gradient Anomaly-aware Biomedical Instance SegmentationCode1
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise—0
MOSE: Monocular Semantic Reconstruction Using NeRF-Lifted Noisy Priors—0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-TuningCode0
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing ImagesCode2
MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation—0
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation—0
Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian SplattingCode2
Exploiting Minority Pseudo-Labels for Semi-Supervised Semantic Segmentation in Autonomous Driving—0
Autonomous Visual Fish Pen Inspections for Estimating the State of Biofouling Buildup Using ROV -- Extended Abstract—0
Automated Linear Disturbance Mapping via Semantic Segmentation of Sentinel-2 Imagery—0
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image SegmentationCode1
Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments—0
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image SegmentationCode1
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency—0
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation—0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
Applications of Knowledge Distillation in Remote Sensing: A Survey—0
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints—0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning—0
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided PrototypingCode1
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image SegmentationCode1
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and BenchmarkCode1
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural NetworksCode0
HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving ScenariosCode1
MetaFormer and CNN Hybrid Model for Polyp Image SegmentationCode1
Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks?—0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
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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