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Semantic Segmentation

Papers

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Showing 12451–12500 of 14763 papers

TitleStatusHype
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic StrokeCode0
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
MaskPlus: Improving Mask Generation for Instance Segmentation—0
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on AttentionCode0
Batch-Shaping for Learning Conditional Channel Gated NetworksCode0
A Divide-and-Conquer Approach towards Understanding Deep Networks—0
Adaptive Context Encoding Module for Semantic Segmentation—0
Understanding Deep Learning Techniques for Image Segmentation—0
Gated-SCNN: Gated Shape CNNs for Semantic SegmentationCode0
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed TomographyCode0
Deep Multi Label Classification in Affine Subspaces—0
Toward a Procedural Fruit Tree Rendering Framework for Image AnalysisCode0
Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation—0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Introduction to Camera Pose Estimation with Deep Learning—0
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning—0
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image SegmentationCode0
Spacetime Graph Optimization for Video Object Segmentation—0
SAN: Scale-Aware Network for Semantic Segmentation of High-Resolution Aerial Images—0
RED: A ReRAM-based Deconvolution Accelerator—0
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction—0
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation—0
A General Framework for Complex Network-Based Image Segmentation—0
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images—0
Deep Attentive Features for Prostate Segmentation in 3D Transrectal UltrasoundCode0
Deep Learning-Based Semantic Segmentation of Microscale ObjectsCode0
Using Deep Learning to Count Albatrosses from Space—0
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object SegmentationCode0
The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation—0
Where are the Masks: Instance Segmentation with Image-level SupervisionCode0
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesCode0
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation—0
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network—0
Conditional Segmentation in Lieu of Image Registration—0
RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation—0
CNN-based synthesis of realistic high-resolution LiDAR data—0
A Regularized Convolutional Neural Network for Semantic Image Segmentation—0
CaDIS: Cataract Dataset for Image Segmentation—0
Hard Pixel Mining for Depth Privileged Semantic SegmentationCode0
Adversarial Pixel-Level Generation of Semantic Images—0
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation—0
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation—0
End-to-End 3D-PointCloud Semantic Segmentation for Autonomous Driving—0
Boundary and Entropy-driven Adversarial Learning for Fundus Image SegmentationCode0
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data—0
Spatial Transformer for 3D Point CloudsCode0
Topology Maintained Structure Encoding—0
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet—0
The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture—0
Learning a sparse database for patch-based medical image segmentation—0
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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