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Segmentation

Papers

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Showing 251–300 of 13072 papers

TitleStatusHype
PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease SegmentationCode2
PLVS: A SLAM System with Points, Lines, Volumetric Mapping, and 3D Incremental SegmentationCode2
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
A large annotated medical image dataset for the development and evaluation of segmentation algorithmsCode2
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
Generative Semantic SegmentationCode2
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic SegmentationCode2
FRNet: Frustum-Range Networks for Scalable LiDAR SegmentationCode2
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
A Pilot Study for Chinese SQL Semantic ParsingCode2
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor SynthesisCode2
RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuningCode2
Focal Modulation NetworksCode2
FOCUS: Towards Universal Foreground SegmentationCode2
FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation ModelsCode2
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point CloudsCode2
FocalClick: Towards Practical Interactive Image SegmentationCode2
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-trainCode2
Fully Convolutional Instance-aware Semantic SegmentationCode2
Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union LearningCode2
FEC: Fast Euclidean Clustering for Point Cloud SegmentationCode2
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRICode2
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic SegmentationCode2
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary SegmentationCode2
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image SegmentationCode2
FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action SegmentationCode2
FastInst: A Simple Query-Based Model for Real-Time Instance SegmentationCode2
3D Face Reconstruction with the Geometric Guidance of Facial Part SegmentationCode2
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
Find Any Part in 3DCode2
Adapter is All You Need for Tuning Visual TasksCode2
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt TuningCode2
Efficient Video Object Segmentation via Modulated Cross-Attention MemoryCode2
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image SegmentationCode2
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
Diversified and Personalized Multi-rater Medical Image SegmentationCode2
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure SegmentationCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Dilated Neighborhood Attention TransformerCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
EasyPortrait -- Face Parsing and Portrait Segmentation DatasetCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Segment anything model 2: an application to 2D and 3D medical imagesCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified