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Semantic Segmentation

Papers

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Showing 14051–14100 of 14763 papers

TitleStatusHype
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach—0
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality—0
Self corrective Perturbations for Semantic Segmentation and Classification—0
Recurrent Multimodal Interaction for Referring Image SegmentationCode0
Predicting Deeper into the Future of Semantic SegmentationCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
RoomNet: End-to-End Room Layout EstimationCode0
Semi-Supervised Deep Learning for Fully Convolutional NetworksCode0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Combining Contrast Invariant L1 Data Fidelities with Nonlinear Spectral Image Decomposition—0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project—0
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features—0
Subspace Learning in The Presence of Sparse Structured Outliers and Noise—0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks—0
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network—0
Fast and Robust Detection of Fallen People from a Mobile Robot—0
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks—0
Prior-based Hierarchical Segmentation Highlighting Structures of Interest—0
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional NetworkCode0
Direct White Matter Bundle Segmentation using Stacked U-Nets—0
High-Resolution Multispectral Dataset for Semantic Segmentation—0
SegICP: Integrated Deep Semantic Segmentation and Pose EstimationCode0
Instance Flow Based Online Multiple Object Tracking—0
Adversarial Examples for Semantic Image Segmentation—0
Label Refinement Network for Coarse-to-Fine Semantic Segmentation—0
Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs—0
3D Shape Segmentation via Shape Fully Convolutional Networks—0
Understanding Convolution for Semantic SegmentationCode0
Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation—0
Adversarial Networks for the Detection of Aggressive Prostate Cancer—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Robust and fully automated segmentation of mandible from CT scans—0
PixelNet: Representation of the pixels, by the pixels, and for the pixelsCode0
Crowd Sourcing Image Segmentation with iaSTAPLE—0
Progressively Diffused Networks for Semantic Image Segmentation—0
Revisiting Graph Construction for Fast Image Segmentation—0
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment—0
Domain Adaptation for Visual Applications: A Comprehensive Survey—0
3D Cell Nuclei Segmentation with Balanced Graph Partitioning—0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation—0
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation—0
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses—0
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks—0
Seeded Laplaican: An Eigenfunction Solution for Scribble Based Interactive Image Segmentation—0
Exploiting saliency for object segmentation from image level labels—0
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation—0
A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials—0
Training Group Orthogonal Neural Networks with Privileged Information—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