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Semantic Segmentation

Papers

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Showing 7451–7475 of 14763 papers

TitleStatusHype
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network—0
Learning Image Representations by Completing Damaged Jigsaw Puzzles—0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy—0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation—0
Find my mug: Efficient object search with a mobile robot using semantic segmentation—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
Learning Instance-Specific Adaptation for Cross-Domain Segmentation—0
A Sentence Is Worth a Thousand Pixels—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation—0
Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks—0
Learning Mask Invariant Mutual Information for Masked Image Modeling—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
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities—0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
Financial Table Extraction in Image Documents—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—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
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation—0
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization—0
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation—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