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Segmentation

Papers

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Showing 9651–9700 of 13072 papers

TitleStatusHype
Set-Constrained Viterbi for Set-Supervised Action Segmentation—0
Segmentation of carotid vessel wall using U-Net and segmentation average network—0
Dam Burst: A region-merging-based image segmentation method—0
Efficient Semantic Video Segmentation with Per-frame InferenceCode1
Region of Interest Identification for Brain Tumors in Magnetic Resonance Images—0
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation MappingCode1
Recalibrating 3D ConvNets with Project & Excite—0
Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter—0
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour SupervisionCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving ImagesCode1
Random Bundle: Brain Metastases Segmentation Ensembling through Annotation Randomization—0
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning—0
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated FusionCode1
Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation—0
Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation—0
Development of accurate human head models for personalized electromagnetic dosimetry using deep learningCode1
SemanticPOSS: A Point Cloud Dataset with Large Quantity of Dynamic Instances—0
Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial LearningCode1
Meta Segmentation Network for Ultra-Resolution Medical Images—0
Fine tuning U-Net for ultrasound image segmentation: which layers?—0
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained ImagesCode0
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning—0
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer TypesCode1
A New Clustering neural network for Chinese word segmentation—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
Towards Bounding-Box Free Panoptic Segmentation—0
Superpixel Segmentation via Convolutional Neural Networks with Regularized Information MaximizationCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Key Points Estimation and Point Instance Segmentation Approach for Lane DetectionCode1
Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen CategoriesCode1
Reinforced active learning for image segmentationCode1
SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression—0
GSANet: Semantic Segmentation with Global and Selective Attention—0
Building Networks for Image Segmentation using Particle Competition and Cooperation—0
Layered Embeddings for Amodal Instance SegmentationCode0
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy SegmentationCode1
SpotNet: Self-Attention Multi-Task Network for Object DetectionCode1
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT ImagesCode1
Simple Interactive Image Segmentation using Label Propagation through kNN graphs—0
Constrained Dominant sets and Its applications in computer vision—0
Improving automated segmentation of radio shows with audio embeddings—0
Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images—0
Finding novelty with uncertaintyCode0
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions—0
Dictionary-based Method for Vascular Segmentation for OCTA Images—0
Automatic Discourse Segmentation: an evaluation in French—0
Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives—0
Outlier Guided Optimization of Abdominal 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