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Segmentation

Papers

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Showing 12601–12650 of 13072 papers

TitleStatusHype
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional NetworksCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
3D Whole Brain Segmentation using Spatially Localized Atlas Network TilesCode0
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
Can ultrasound confidence maps predict sonographers' labeling variability?Code0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
Improved Image Segmentation via Cost Minimization of Multiple HypothesesCode0
Neuron segmentation using 3D wavelet integrated encoder-decoder networkCode0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?Code0
AquaSAM: Underwater Image Foreground SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise?Code0
Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic EmbeddingsCode0
Canonical and Surface Morphological Segmentation for Nguni LanguagesCode0
CAN-NER: Convolutional Attention Network for Chinese Named Entity RecognitionCode0
A Pyramid CNN for Dense-Leaves SegmentationCode0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Applying ViT in Generalized Few-shot Semantic SegmentationCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion ImagingCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
A multi-contrast MRI approach to thalamus segmentationCode0
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving VideosCode0
AMP: Adaptive Masked Proxies for Few-Shot SegmentationCode0
Deep Segmentation and Registration in X-Ray Angiography VideoCode0
Deep Retinal Image UnderstandingCode0
Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine SegmentationCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
CANet: Context aware network with dual-stream pyramid for medical image segmentationCode0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot LearningCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural NetworksCode0
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image SegmentationCode0
A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise SupervisionCode0
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted SurgeryCode0
Improving Cross-Domain Chinese Word Segmentation with Word EmbeddingsCode0
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image SegmentationCode0
Beyond Gradient Descent for Regularized Segmentation LossesCode0
Panoptic-DeepLabCode0
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged RoadsCode0
Improving existing segmentators performance with zero-shot segmentatorsCode0
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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