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Segmentation

Papers

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Showing 601–650 of 13072 papers

TitleStatusHype
Open-Vocabulary Panoptic Segmentation Using BERT Pre-Training of Vision-Language Multiway Transformer ModelCode1
Spike2Former: Efficient Spiking Transformer for High-performance Image SegmentationCode1
PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic SegmentationCode1
ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance SegmentationCode1
MaskCLIP++: A Mask-Based CLIP Fine-tuning Framework for Open-Vocabulary Image SegmentationCode1
DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian SplattingCode1
Towards Open-Vocabulary Video Semantic SegmentationCode1
EOV-Seg: Efficient Open-Vocabulary Panoptic SegmentationCode1
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp SegmentationCode1
XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational Encoder-DecoderCode1
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One DayCode1
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound ImagesCode1
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression SegmentationCode1
CellSeg1: Robust Cell Segmentation with One Training ImageCode1
Multi-Granularity Video Object SegmentationCode1
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion SegmentationCode1
SyncVIS: Synchronized Video Instance SegmentationCode1
Token Cropr: Faster ViTs for Quite a Few TasksCode1
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image SynthesisCode1
Learn from Foundation Model: Fruit Detection Model without Manual AnnotationCode1
Deformable Mamba for Wide Field of View SegmentationCode1
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating TrainingCode1
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological CorrectionCode1
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic SegmentationCode1
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing ImagesCode1
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic SegmentationCode1
Gradient-Weighted Feature Back-Projection: A Fast Alternative to Feature Distillation in 3D Gaussian SplattingCode1
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural EnhancementsCode1
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring ConversationsCode1
ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark DatasetCode1
HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion SegmentationCode1
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression PerspectiveCode1
SpineFM: Leveraging Foundation Models for Automatic Spine X-ray SegmentationCode1
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered ScenesCode1
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image SegmentationCode1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
Topology-aware Mamba for Crack Segmentation in StructuresCode1
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound ImageCode1
Gaze-Assisted Medical Image SegmentationCode1
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentationCode1
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge DevicesCode1
LESS: Label-Efficient and Single-Stage Referring 3D SegmentationCode1
RClicks: Realistic Click Simulation for Benchmarking Interactive SegmentationCode1
PCF-Lift: Panoptic Lifting by Probabilistic Contrastive FusionCode1
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image SegmentationCode1
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV ImageryCode1
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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