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Segmentation

Papers

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Showing 751–800 of 13072 papers

TitleStatusHype
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trialCode1
Conditional Convolutions for Instance SegmentationCode1
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
Condition-Invariant Semantic SegmentationCode1
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal ModelCode1
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Contextual Attention Network: Transformer Meets U-NetCode1
Continual atlas-based segmentation of prostate MRICode1
Continual Hippocampus Segmentation with TransformersCode1
1st Place Solution for PVUW Challenge 2023: Video Panoptic SegmentationCode1
AISFormer: Amodal Instance Segmentation with TransformerCode1
Anatomically-aware Uncertainty for Semi-supervised Image SegmentationCode1
Contrastive Boundary Learning for Point Cloud SegmentationCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
ContrastMask: Contrastive Learning to Segment Every ThingCode1
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scansCode1
A Joint Graph and Image Convolution Network for Automatic Brain Tumor SegmentationCode1
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Co-segmentation Inspired Attention Module for Video-based Computer Vision TasksCode1
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationCode1
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasksCode1
Cost Aggregation Is All You Need for Few-Shot SegmentationCode1
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationCode1
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationCode1
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate SegmentationCode1
CRIS: CLIP-Driven Referring Image SegmentationCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character RecognitionCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
Cross-Modal Progressive Comprehension for Referring SegmentationCode1
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
A context based deep learning approach for unbalanced medical image segmentationCode1
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
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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