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Semantic Segmentation

Papers

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Showing 9151–9200 of 14763 papers

TitleStatusHype
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality—0
Positive-Negative Equal Contrastive Loss for Semantic Segmentation—0
S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation—0
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction—0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
Beyond mAP: Towards better evaluation of instance segmentation—0
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling—0
Learning to segment from object sizes—0
Rethinking Query-Key Pairwise Interactions in Vision Transformers—0
Online Reflective Learning for Robust Medical Image Segmentation—0
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation ModelsCode0
Segmentation of waterbodies in remote sensing images using deep stacked ensemble model—0
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration—0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Implicit U-Net for volumetric medical image segmentation—0
BoxGraph: Semantic Place Recognition and Pose Estimation from 3D LiDAR—0
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary—0
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-ViewCode0
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities—0
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation—0
FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image SegmentationCode0
PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage—0
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation—0
Nonwatertight Mesh Reconstruction—0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation—0
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge FindingsCode0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network—0
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models—0
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?—0
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation—0
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth—0
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information—0
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency—0
SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene UnderstandingCode0
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search—0
Broken News: Making Newspapers Accessible to Print-Impaired—0
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation—0
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation—0
5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation—0
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation—0
What Can be Seen is What You Get: Structure Aware Point Cloud Augmentation—0
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers—0
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic SegmentationCode0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation—0
3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network—0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
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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