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Semantic Segmentation

Papers

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Showing 5276–5300 of 14763 papers

TitleStatusHype
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning—0
A Labeled Array Distance Metric for Measuring Image Segmentation Quality—0
Hierarchical Attention Networks for Medical Image Segmentation—0
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images—0
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image—0
Automated Virtual Product Placement and Assessment in Images using Diffusion Models—0
A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for inferring Bird's-Eye-View Semantic Segmentation—0
Hierarchical Context Alignment with Disentangled Geometric and Temporal Modeling for Semantic Occupancy Prediction—0
Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance—0
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images—0
D3S - A Discriminative Single Shot Segmentation Tracker—0
A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation—0
3D Point Cloud Pre-training with Knowledge Distillation from 2D Images—0
hidden markov random fields and cuckoo search method for medical image segmentation—0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video—0
A knowledge-based data-driven (KBDD) framework for all-day identification of cloud types using satellite remote sensing—0
Hidden Patch Attacks for Optical Flow—0
Hierarchical Deep Co-segmentation of Primary Objects in Aerial Videos—0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation—0
Automated Segmentation and Analysis of Microscopy Images of Laser Powder Bed Fusion Melt Tracks—0
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+—0
HGNet: Learning Hierarchical Geometry From Points, Edges, and Surfaces—0
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx—0
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images—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