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Segmentation

Papers

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Showing 3151–3200 of 13072 papers

TitleStatusHype
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework—0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal EmbeddingCode0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI—0
PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation—0
PixelThink: Towards Efficient Chain-of-Pixel Reasoning—0
Federated Unsupervised Semantic Segmentation—0
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation—0
Robust and Annotation-Free Wound Segmentation on Noisy Real-World Pressure Ulcer Images: Towards Automated DESIGN-R Assessment—0
PathFL: Multi-Alignment Federated Learning for Pathology Image SegmentationCode0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction—0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions—0
IRS: Incremental Relationship-guided Segmentation for Digital PathologyCode0
MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network—0
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning—0
LiDAR Based Semantic Perception for Forklifts in Outdoor Environments—0
Geometric Feature Prompting of Image Segmentation Models—0
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language ModelsCode0
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation—0
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation—0
LlamaSeg: Image Segmentation via Autoregressive Mask Generation—0
Lung Nodule Segmentation: Exploring Data Efficiency and Advanced Architectures—0
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal SegmentationCode0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model—0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
Unsupervised cell segmentation by fast Gaussian ProcessesCode0
SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography—0
BOTM: Echocardiography Segmentation via Bi-directional Optimal Token Matching—0
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning—0
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation—0
A Unified Multi-Scale Attention-Based Network for Automatic 3D Segmentation of Lung Parenchyma & Nodules In Thoracic CT ImagesCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
Promptable cancer segmentation using minimal expert-curated dataCode0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
F-ANcGAN: An Attention-Enhanced Cycle Consistent Generative Adversarial Architecture for Synthetic Image Generation of NanoparticlesCode0
TextureSAM: Towards a Texture Aware Foundation Model for Segmentation—0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
Learning Beyond Limits: Multitask Learning and Synthetic Data for Low-Resource Canonical Morpheme Segmentation—0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints—0
Assessing the generalization performance of SAM for ureteroscopy scene understanding—0
Native Segmentation Vision Transformers—0
BP-Seg: A graphical model approach to unsupervised and non-contiguous text segmentation using belief propagation—0
Zero-Shot Gaze-based Volumetric Medical Image Segmentation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
TAGS: 3D Tumor-Adaptive Guidance for SAM—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