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Semantic Segmentation

Papers

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Showing 10251–10300 of 14763 papers

TitleStatusHype
Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention—0
Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases—0
MKConv: Multidimensional Feature Representation for Point Cloud Analysis—0
AASeg: Attention Aware Network for Real Time Semantic Segmentation—0
Improved-Mask R-CNN: Towards an Accurate Generic MSK MRI instance segmentation platform (Data from the Osteoarthritis Initiative)—0
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels—0
Continental-Scale Building Detection from High Resolution Satellite Imagery—0
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation—0
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images—0
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal ConvolutionsCode0
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds—0
MCDAL: Maximum Classifier Discrepancy for Active LearningCode0
Unsupervised Domain Adaptation for Video Semantic Segmentation—0
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning—0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
Weighted Intersection over Union (wIoU) for Evaluating Image SegmentationCode0
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation—0
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters—0
VTBIS: Vision Transformer for Biomedical Image Segmentation—0
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access—0
Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade—0
Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation—0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Double Similarity Distillation for Semantic Image Segmentation—0
Transductive image segmentation: Self-training and effect of uncertainty estimation—0
Woodscape Fisheye Semantic Segmentation for Autonomous Driving -- CVPR 2021 OmniCV Workshop Challenge—0
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation—0
Tracing Halpha Fibrils through Bayesian Deep Learning—0
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference—0
Level generation and style enhancement -- deep learning for game development overview—0
Amodal segmentation just like doing a jigsaw—0
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving—0
Unsupervised Anomaly Instance Segmentation for Baggage Threat RecognitionCode0
What Image Features Boost Housing Market Predictions?—0
MeNToS: Tracklets Association with a Space-Time Memory Network—0
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic DataCode0
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation—0
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training—0
Deep learning approaches to Earth Observation change detection—0
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation—0
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network—0
Merging Tasks for Video Panoptic Segmentation—0
Local-to-Global Self-Attention in Vision TransformersCode0
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation—0
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation—0
Fast Pixel-Matching for Video Object SegmentationCode0
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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