SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 12101–12150 of 14763 papers

TitleStatusHype
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net—0
Correlation Maximized Structural Similarity Loss for Semantic Segmentation—0
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation—0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks—0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation—0
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
Organ At Risk Segmentation with Multiple Modality—0
Method of detecting the defects of the end face of steel coils—0
Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias—0
Deep Semantic Segmentation of Natural and Medical Images: A Review—0
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image SynthesisCode0
Explainable Semantic Mapping for First Responders—0
SegSort: Segmentation by Discriminative Sorting of SegmentsCode0
What's in my Room? Object Recognition on Indoor Panoramic Images—0
Encoder-Decoder based CNN and Fully Connected CRFs for Remote Sensed Image Segmentation—0
An Image Segmentation Model Based on a Variational Formulation—0
Contour Sparse Representation with SDD Features for Object Recognition—0
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic SegmentationCode0
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationCode0
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Shooting Labels: 3D Semantic Labeling by Virtual RealityCode0
Shape Constrained Network for Eye Segmentation in the Wild—0
TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks—0
Panoptic-DeepLabCode0
Multi-Stage Pathological Image Classification using Semantic Segmentation—0
Referring Expression Object Segmentation with Caption-Aware ConsistencyCode0
Combining Geometric and Topological Information for Boundary EstimationCode0
Semantic Understanding of Foggy Scenes with Purely Synthetic DataCode0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation—0
Deep Multiphase Level Set for Scene Parsing—0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images—0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation—0
Brain MRI Tumor Segmentation with Adversarial Networks—0
AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation—0
ClearGrasp: 3D Shape Estimation of Transparent Objects for ManipulationCode0
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation—0
Object Segmentation Tracking from Generic Video Cues—0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
Generalization Bounds for Convolutional Neural Networks—0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation—0
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation—0
Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods—0
Using Image Priors to Improve Scene Understanding—0
CNN-based Semantic Segmentation using Level Set Loss—0
Cardiac Segmentation of LGE MRI with Noisy Labels—0
AGSS-VOS: Attention Guided Single-Shot Video Object SegmentationCode0
Show:102550
← PrevPage 243 of 296Next →
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
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