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Semantic Segmentation

Papers

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Showing 13851–13900 of 14763 papers

TitleStatusHype
Efficient Column Generation for Cell Detection and Segmentation—0
A First Derivative Potts Model for Segmentation and Denoising Using ILP—0
SegFlow: Joint Learning for Video Object Segmentation and Optical FlowCode0
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs—0
Video Object Segmentation Without Temporal Information—0
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural NetworksCode0
Matterport3D: Learning from RGB-D Data in Indoor EnvironmentsCode0
Learning to Segment Instances in Videos with Spatial Propagation Network—0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving—0
3D Densely Convolutional Networks for VolumetricSegmentation—0
An Efficient Evolutionary Based Method For Image Segmentation—0
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image SegmentationCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model—0
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome ReconstructionCode0
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation—0
Detection and Localization of Drosophila Egg Chambers in Microscopy Images.Code0
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions—0
Leveraging multiple datasets for deep leaf counting—0
Exploring and Exploiting Diversity for Image Segmentation—0
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation—0
Gaussian Filter in CRF Based Semantic Segmentation—0
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land SegmentationCode0
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing ImageryCode0
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in SpaceCode0
4D Multi-atlas Label Fusion using Longitudinal Images—0
Semantic Foggy Scene Understanding with Synthetic Data—0
A Type II Fuzzy Entropy Based Multi-Level Image Thresholding Using Adaptive Plant Propagation Algorithm—0
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning—0
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor—0
Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks—0
Stacked Deconvolutional Network for Semantic Segmentation—0
Segmentation-Aware Convolutional Networks Using Local Attention MasksCode0
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames—0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic SegmentationCode0
DesnowNet: Context-Aware Deep Network for Snow Removal—0
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation—0
Flower Categorization using Deep Convolutional Neural Networks—0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation—0
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel—0
Semantic Video CNNs through Representation WarpingCode0
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning—0
Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study—0
BlitzNet: A Real-Time Deep Network for Scene UnderstandingCode0
Fast Scene Understanding for Autonomous DrivingCode0
An Error Detection and Correction Framework for Connectomics—0
Semantic Instance Segmentation with a Discriminative Loss FunctionCode0
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes—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