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Semantic Segmentation

Papers

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Showing 9751–9800 of 14763 papers

TitleStatusHype
DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image SegmentationCode0
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation—0
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation—0
Realtime Global Attention Network for Semantic SegmentationCode0
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection—0
Grounding Linguistic Commands to Navigable RegionsCode0
Deep ensembles in bioimage segmentation—0
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier—0
FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks—0
A Random Point Initialization Approach to Image Segmentation with Variational Level-sets—0
PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving—0
On the relationship between calibrated predictors and unbiased volume estimationCode0
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded ContextCode0
Scaling Open-Vocabulary Image Segmentation with Image-Level LabelsCode0
Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation—0
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking—0
High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network—0
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning—0
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation—0
Are Large-scale Datasets Necessary for Self-Supervised Pre-training?—0
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet—0
A New Image Codec Paradigm for Human and Machine Uses—0
Anisotropic mesh adaptation for region-based segmentation accounting for image spatial information—0
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking ResultsCode0
TECM: Transfer Learning-based Evidential C-Means Clustering—0
3D Instance Segmentation of MVS Buildings—0
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation—0
A Simple Single-Scale Vision Transformer for Object Localization and Instance SegmentationCode0
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching—0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image PipelinesCode0
Multi-task UNet architecture for end-to-end autonomous driving—0
Structure-Aware Image Segmentation with Homotopy Warping—0
M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search—0
Self-Ensembling GAN for Cross-Domain Semantic SegmentationCode0
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation—0
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset—0
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation—0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
5th Place Solution for VSPW 2021 Challenge—0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation—0
On Adversarial Robustness of Point Cloud Semantic SegmentationCode0
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation—0
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images—0
Optimizing Edge Detection for Image Segmentation with Multicut Penalties—0
You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a SmartwatchCode0
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning—0
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer—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