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Semantic Segmentation

Papers

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Showing 2551–2600 of 14763 papers

TitleStatusHype
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance SegmentationCode3
Generative Active Learning for Long-tailed Instance SegmentationCode2
LSKSANet: A Novel Architecture for Remote Sensing Image Semantic Segmentation Leveraging Large Selective Kernel and Sparse Attention Mechanism—0
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic UltrasonographyCode1
Layout Agnostic Scene Text Image Synthesis with Diffusion Models—0
Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation—0
TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability EstimationCode0
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision TransformerCode2
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild—0
An expert-driven data generation pipeline for histological imagesCode0
MP-PolarMask: A Faster and Finer Instance Segmentation for Concave Images—0
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding—0
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point CloudsCode1
SimSAM: Zero-shot Medical Image Segmentation via Simulated InteractionCode0
Semi-supervised Video Semantic Segmentation Using Unreliable Pseudo Labels for PVUW2024—0
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic SegmentationCode2
Diffusion Features to Bridge Domain Gap for Semantic SegmentationCode1
A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing—0
A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic ImagesCode1
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation—0
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation—0
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance SegmentationCode0
Complex Style Image Transformations for Domain Generalization in Medical Images—0
An Image Segmentation Model with Transformed Total VariationCode0
2nd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
Extreme Point Supervised Instance Segmentation—0
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic SegmentationCode1
Uncertainty Quantification for Bird's Eye View Semantic Segmentation: Methods and Benchmarks—0
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image SegmentationCode0
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation—0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
Twin Deformable Point Convolutions for Point Cloud Semantic Segmentation in Remote Sensing Scenes—0
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape RepresentationCode0
Open-Set Domain Adaptation for Semantic SegmentationCode2
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature FieldsCode0
Scaling White-Box Transformers for Vision—0
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation ModelsCode0
OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation—0
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation—0
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified FlowCode1
Enabling Visual Recognition at Radio Frequency—0
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation—0
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation—0
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic SegmentationCode1
Optimizing Split Points for Error-Resilient SplitFed Learning—0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models—0
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation—0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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