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Semantic Segmentation

Papers

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Showing 11251–11300 of 14763 papers

TitleStatusHype
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy—0
Mask-guided sample selection for Semi-Supervised Instance Segmentation—0
LULC Segmentation of RGB Satellite Image Using FCN-8—0
3D for Free: Crossmodal Transfer Learning using HD Maps—0
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation—0
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation—0
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module—0
Probabilistic Deep Learning for Instance Segmentation—0
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation—0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages—0
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation—0
One Weight Bitwidth to Rule Them All—0
Semantic Segmentation and Data Fusion of Microsoft Bing 3D Cities and Small UAV-based Photogrammetric Data—0
Towards Autonomous Driving: a Multi-Modal 360^ Perception Proposal—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
Image Segmentation of Zona-Ablated Human Blastocysts—0
DONet: Dual Objective Networks for Skin Lesion Segmentation—0
SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras—0
Salient Instance Segmentation with Region and Box-level Annotations—0
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data—0
Improving Emergency Response during Hurricane Season using Computer Vision—0
Relevance Attack on DetectorsCode0
Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline—0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement—0
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping—0
Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRICode0
Curriculum Learning for Recurrent Video Object SegmentationCode0
Feedback Attention for Cell Image Segmentation—0
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes—0
Optimized Deep Encoder-Decoder Methods for Crack Segmentation—0
Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor—0
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images—0
Towards Visually Explaining Similarity Models—0
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness—0
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning—0
Uncertainty Quantification using Variational Inference for Biomedical Image SegmentationCode0
Representative Graph Neural Network—0
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation—0
Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving—0
Image segmentation via Cellular Automata—0
Fully-Automated Packaging Structure Recognition in Logistics Environments—0
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams—0
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images—0
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving—0
Rethinking 3D LiDAR Point Cloud SegmentationCode0
Exploring the parameter reusability of CNN—0
Structured Convolutions for Efficient Neural Network Design—0
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field—0
Shape Consistent 2D Keypoint Estimation under Domain Shift—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
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