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Semantic Segmentation

Papers

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Showing 7501–7525 of 14763 papers

TitleStatusHype
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
Learning Position and Target Consistency for Memory-based Video Object Segmentation—0
Learning Probabilistic Topological Representations Using Discrete Morse Theory—0
Learning Propagation for Arbitrarily-structured Data—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images—0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
Learning random-walk label propagation for weakly-supervised semantic segmentation—0
Financial Table Extraction in Image Documents—0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation—0
Learning Representations from Audio-Visual Spatial Alignment—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
Learning Rich Representations For Structured Visual Prediction Tasks—0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation—0
A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Learning Semantic Neural Tree for Human Parsing—0
Learning Semantic Segmentation from Multiple Datasets with Label Shifts—0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Compact retail shelf segmentation for mobile deployment—0
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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