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Semantic Segmentation

Papers

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Showing 7551–7575 of 14763 papers

TitleStatusHype
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
Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization—0
Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Density-Based Clustering for 3D Object Detection in Point Clouds—0
Learning to Complete Object Shapes for Object-level Mapping in Dynamic Scenes—0
Learning to decompose for object detection and instance segmentation—0
Compact retail shelf segmentation for mobile deployment—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
Learning to detect cloud and snow in remote sensing images from noisy labels—0
Learning to Detect Every Thing in an Open World—0
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification—0
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation—0
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization—0
Learning to Fuse Things and Stuff—0
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation—0
3D for Free: Crossmodal Transfer Learning using HD Maps—0
Matching Adversarial Networks—0
Learning to Infer Kinematic Hierarchies for Novel Object Instances—0
A Semi-automatic System for Ground Truth Generation of Soccer Video Sequences—0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference—0
Learning to Learn Unlearned Feature for Brain Tumor Segmentation—0
Learning to Look around Objects for Top-View Representations of Outdoor Scenes—0
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation—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