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Semantic Segmentation

Papers

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Showing 13201–13250 of 14763 papers

TitleStatusHype
Cylindrical Transform: 3D Semantic Segmentation of Kidneys With Limited Annotated Images—0
Artistic Instance-Aware Image Filtering by Convolutional Neural Networks—0
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point CloudCode0
Unsupervised Image to Sequence Translation with Canvas-Drawer NetworksCode0
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation—0
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment—0
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant SpaceCode0
Multispecies fruit flower detection using a refined semantic segmentation network—0
Recent progress in semantic image segmentation—0
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation—0
Counting the uncountable: deep semantic density estimation from Space—0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
Scene Text Recognition from Two-Dimensional Perspective—0
Mask Editor : an Image Annotation Tool for Image Segmentation TasksCode0
Devil in the Details: Towards Accurate Single and Multiple Human ParsingCode0
Evaluating Merging Strategies for Sampling-based Uncertainty Techniques in Object Detection—0
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation—0
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis—0
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic SegmentationCode0
Robust Adversarial Perturbation on Deep Proposal-based Models—0
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic DataCode0
Keypoint Based Weakly Supervised Human Parsing—0
A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors—0
Efficient Graph Cut Optimization for Full CRFs with Quantized Edges—0
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery—0
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective—0
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric AnnotationsCode0
Geometric Image Synthesis—0
Hubless keypoint-based 3D deformable groupwise registrationCode0
Efficient Road Lane Marking Detection with Deep Learning—0
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction—0
Normalization in Training U-Net for 2D Biomedical Semantic SegmentationCode0
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer—0
Interactive Binary Image Segmentation with Edge Preservation—0
Dual Attention Network for Scene SegmentationCode0
Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information—0
Computation of Total Kidney Volume from CT images in Autosomal Dominant Polycystic Kidney Disease using Multi-Task 3D Convolutional Neural Networks—0
Labeling Panoramas with Spherical Hourglass Networks—0
Content-based Propagation of User Markings for Interactive Segmentation of Patterned ImagesCode0
Effective Deep Learning for Semantic Segmentation Based Bleeding Zone Detection in Capsule Endoscopy ImagesCode0
Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network—0
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark—0
On the Importance of Visual Context for Data Augmentation in Scene Understanding—0
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach—0
VideoMatch: Matching based Video Object Segmentation—0
Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation—0
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation—0
Iris recognition in cases of eye pathology—0
Deep Smoke Segmentation—0
Fewer is More: Image Segmentation Based Weakly Supervised Object Detection with Partial Aggregation—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