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Semantic Segmentation

Papers

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Showing 2151–2200 of 14763 papers

TitleStatusHype
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
Topology-Preserving Downsampling of Binary ImagesCode0
Segmentation-guided MRI reconstruction for meaningfully diverse reconstructionsCode0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Image Segmentation via Divisive Normalization: dealing with environmental diversity—0
StreamMOS: Streaming Moving Object Segmentation with Multi-View Perception and Dual-Span MemoryCode1
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding ImagesCode0
McGAN: Generating Manufacturable Designs by Embedding Manufacturing Rules into Conditional Generative Adversarial Network—0
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation—0
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning—0
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic SegmentationCode1
EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified DecoderCode1
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imagingCode0
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision—0
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving—0
Navigating Uncertainty in Medical Image Segmentation—0
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation—0
MILAN: Milli-Annotations for Lidar Semantic Segmentation—0
MSSPlace: Multi-Sensor Place Recognition with Visual and Text SemanticsCode1
Enhancing Cell Instance Segmentation in Scanning Electron Microscopy Images via a Deep Contour Closing Operator—0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source DataCode0
Diffusion for Out-of-Distribution Detection on Road Scenes and BeyondCode1
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance ModellingCode1
Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation—0
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM—0
Downstream-Pretext Domain Knowledge Traceback for Active Learning—0
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing RatesCode1
Scale Disparity of Instances in Interactive Point Cloud Segmentation—0
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image SegmentationCode2
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic SegmentationCode1
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition—0
GaussianBeV: 3D Gaussian Representation meets Perception Models for BeV Segmentation—0
ViLLa: Video Reasoning Segmentation with Large Language ModelCode1
Many Perception Tasks are Highly Redundant Functions of their Input Data—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
Learning Camouflaged Object Detection from Noisy Pseudo Label—0
GroupMamba: Efficient Group-Based Visual State Space ModelCode2
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder ArchitecturesCode1
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models—0
Tree semantic segmentation from aerial image time series—0
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic SegmentationCode0
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation—0
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic SegmentationCode0
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
SegPoint: Segment Any Point Cloud via Large Language Model—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