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Semantic Segmentation

Papers

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Showing 12801–12850 of 14763 papers

TitleStatusHype
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging SegmentationCode0
SegSort: Segmentation by Discriminative Sorting of SegmentsCode0
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic SegmentationCode0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic DataCode0
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural NetworksCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
Segmenting two-dimensional structures with strided tensor networksCode0
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness RegularizationCode0
Segmenting the FutureCode0
UnSegGNet: Unsupervised Image Segmentation using Graph Neural NetworksCode0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleCode0
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic SegmentationCode0
Segmenting Medical MRI via Recurrent Decoding CellCode0
The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate InferenceCode0
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic SegmentationCode0
Segmenting Medical Images with Limited DataCode0
Unstructured point cloud semantic labelingusing deep segmentation networksCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings with Multivariate Occupancy Time SeriesCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
The Point Where Reality Meets Fantasy: Mixed Adversarial Generators for Image Splice DetectionCode0
Unsupervised Anomaly Instance Segmentation for Baggage Threat RecognitionCode0
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasetsCode0
The Projection-Enhancement Network (PEN)Code0
VITON-DRR: Details Retention Virtual Try-on via Non-rigid RegistrationCode0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image ClassificationCode0
Segmentation with Noisy Labels via Spatially Correlated DistributionsCode0
Unsupervised bias discovery in medical image segmentationCode0
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast EchocardiographyCode0
Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysisCode0
Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio MaskingCode0
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology ImagesCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
PointVector: A Vector Representation In Point Cloud AnalysisCode0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image SegmentationCode0
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect DetectionCode0
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
Unsupervised Deep Learning Meets Chan-Vese ModelCode0
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learningCode0
Segmentation of Roots in Soil with U-NetCode0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural NetworksCode0
Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural NetworkCode0
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range DependenciesCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified