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Semantic Segmentation

Papers

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Showing 11701–11750 of 14763 papers

TitleStatusHype
A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation—0
CRNet: Cross-Reference Networks for Few-Shot Segmentation—0
Removing Dynamic Objects for Static Scene Reconstruction using Light Fields—0
Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN—0
Robust Medical Instrument Segmentation Challenge 2019—0
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation—0
Adversarial Attacks on Monocular Depth Estimation—0
CF2-Net: Coarse-to-Fine Fusion Convolutional Network for Breast Ultrasound Image Segmentation—0
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic SegmentationCode0
A level set representation method for N-dimensional convex shape and applications—0
Cross-Shape Attention for Part Segmentation of 3D Point CloudsCode0
A Robotic 3D Perception System for Operating Room Environment Awareness—0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Detecting Lane and Road Markings at A Distance with Perspective Transformer Layers—0
Exemplar Normalization for Learning Deep Representation—0
CAFENet: Class-Agnostic Few-Shot Edge Detection Network—0
Train, Learn, Expand, Repeat—0
Object-Based Image Coding: A Learning-Driven Revisit—0
Semi-supervised few-shot learning for medical image segmentation—0
Neural Mesh Refiner for 6-DoF Pose Estimation—0
3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images—0
Deep Learning for Automatic Tracking of Tongue Surface in Real-time Ultrasound Videos, Landmarks instead of Contours—0
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation—0
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes—0
Deep Affinity Net: Instance Segmentation via Affinity—0
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise—0
Night-time Scene Parsing with a Large Real Dataset—0
OccuSeg: Occupancy-aware 3D Instance Segmentation—0
Boundary Guidance Hierarchical Network for Real-Time Tongue Segmentation—0
Dual Temporal Memory Network for Efficient Video Object Segmentation—0
Probabilistic Future Prediction for Video Scene Understanding—0
Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack—0
PointINS: Point-based Instance Segmentation—0
LiDAR guided Small obstacle SegmentationCode0
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation—0
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes—0
Robustness study of noisy annotation in deep learning based medical image segmentation—0
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class—0
Rainy screens: Collecting rainy datasets, indoors—0
Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE—0
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation—0
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images—0
Context-Aware Domain Adaptation in Semantic Segmentation—0
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution—0
PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving—0
Improving Training on Noisy Stuctured Labels—0
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
Scalable Uncertainty for Computer Vision with Functional Variational Inference—0
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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