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Segmentation

Papers

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Showing 4351–4400 of 13072 papers

TitleStatusHype
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2—0
Embodied Uncertainty-Aware Object Segmentation—0
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs—0
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image SegmentationCode0
Performance and Non-adversarial Robustness of the Segment Anything Model 2 in Surgical Video Segmentation—0
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study—0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
Biomedical SAM 2: Segment Anything in Biomedical Images and VideosCode0
LAC-Net: Linear-Fusion Attention-Guided Convolutional Network for Accurate Robotic Grasping Under the Occlusion—0
Post-Mortem Human Iris Segmentation Analysis with Deep Learning—0
Hybrid diffusion models: combining supervised and generative pretraining for label-efficient fine-tuning of segmentation models—0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
Scribble-Based Interactive Segmentation of Medical Hyperspectral Images—0
Cross Pseudo Supervision Framework for Sparsely Labelled Geospatial Images—0
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsCode0
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic SegmentationCode0
Faster Diffusion Action Segmentation—0
MedUHIP: Towards Human-In-the-Loop Medical Segmentation—0
Enhanced Knee Kinematics: Leveraging Deep Learning and Morphing Algorithms for 3D Implant Modeling—0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
Amodal Segmentation for Laparoscopic Surgery Video Instruments—0
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation ModelCode0
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor SegmentationCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function—0
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation—0
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2Code0
Robust Box Prompt based SAM for Medical Image Segmentation—0
MaskUno: Switch-Split Block For Enhancing Instance Segmentation—0
Automated Sperm Morphology Analysis Based on Instance-Aware Part Segmentation—0
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation—0
Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net—0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation—0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Fine-grained Metrics for Point Cloud Semantic Segmentation—0
Distribution-Aware Replay for Continual MRI Segmentation—0
Learning Ordinality in Semantic Segmentation—0
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning—0
Word Segmentation for Asian Languages: Chinese, Korean, and Japanese—0
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention UnderstandingCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion ApproachCode0
Few-Shot Medical Image Segmentation with Large Kernel Attention—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