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Segmentation

Papers

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Showing 1951–2000 of 13072 papers

TitleStatusHype
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation—0
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersCode1
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal DependencyCode0
RobustSAM: Segment Anything Robustly on Degraded ImagesCode3
3D-AVS: LiDAR-based 3D Auto-Vocabulary SegmentationCode1
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
AGFA-Net: Attention-Guided and Feature-Aggregated Network for Coronary Artery Segmentation using Computed Tomography Angiography—0
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation ModelsCode1
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI—0
Unveiling Incomplete Modality Brain Tumor Segmentation: Leveraging Masked Predicted Auto-Encoder and Divergence Learning—0
A Labeled Array Distance Metric for Measuring Image Segmentation Quality—0
Runtime Freezing: Dynamic Class Loss for Multi-Organ 3D Segmentation—0
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation—0
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image SegmentationCode0
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology ImagesCode1
Spatial-Frequency Dual Progressive Attention Network For Medical Image SegmentationCode1
UVIS: Unsupervised Video Instance Segmentation—0
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor SegmentationCode1
Can Foundation Models Reliably Identify Spatial Hazards? A Case Study on Curb Segmentation—0
PanoSSC: Exploring Monocular Panoptic 3D Scene Reconstruction for Autonomous Driving—0
1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video SegmentationCode1
LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection—0
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based SegmentationCode1
Third Degree Price Discrimination Under Costly Information Acquisition—0
Feature Characterization for Profile Surface TextureCode0
The Limits of Interval-Regulated Price Discrimination—0
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving—0
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers—0
Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation—0
F-LMM: Grounding Frozen Large Multimodal ModelsCode2
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
GCtx-UNet: Efficient Network for Medical Image SegmentationCode1
Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation—0
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery—0
Training-Free Robust Interactive Video Object Segmentation—0
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation—0
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+—0
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce RegimesCode1
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed TomographyCode1
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed TomographyCode3
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation—0
Research on Tumors Segmentation based on Image Enhancement Method—0
1st Place Solution for MOSE Track in CVPR 2024 PVUW Workshop: Complex Video Object Segmentation—0
Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment—0
A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation—0
3rd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
Frequency-based Matcher for Long-tailed Semantic SegmentationCode1
SpectralZoom: Efficient Segmentation with an Adaptive Hyperspectral Camera—0
3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation—0
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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