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Semantic Segmentation

Papers

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Showing 14301–14350 of 14763 papers

TitleStatusHype
Bacterial foraging optimization based brain magnetic resonance image segmentation—0
Improving Weakly-Supervised Object Localization By Micro-Annotation—0
Image segmentation with superpixel-based covariance descriptors in low-rank representation—0
Going Deeper into Action Recognition: A Survey—0
Fast Semantic Image Segmentation with High Order Context and Guided Filtering—0
Fast Graph-Based Object Segmentation for RGB-D Images—0
Weakly Supervised Learning of Affordances—0
Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images—0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
Clustering on the Edge: Learning Structure in Graphs—0
Amodal Instance Segmentation—0
Semantic Change Detection with Hypermaps—0
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks—0
A Classifier-guided Approach for Top-down Salient Object Detection—0
Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets—0
End-to-End Tracking and Semantic Segmentation Using Recurrent Neural Networks—0
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation—0
Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling—0
Unsupervised Image Segmentation using the Deffuant-Weisbuch Model from Social Dynamics—0
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks—0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Reversible Image Merging for Low-level Machine Vision—0
Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly—0
Cross-stitch Networks for Multi-task LearningCode0
Fully-Automatic Synapse Prediction and Validation on a Large Data Set—0
Real-Time Facial Segmentation and Performance Capture from RGB Input—0
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven PoolingCode0
Image segmentation of cross-country scenes captured in IR spectrum—0
Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes—0
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation—0
Voronoi Region-Based Adaptive Unsupervised Color Image Segmentation—0
Variational reaction-diffusion systems for semantic segmentation—0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
Object Boundary Guided Semantic Segmentation—0
Instance-sensitive Fully Convolutional Networks—0
Learning to Refine Object SegmentsCode0
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFsCode0
Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image SegmentationCode0
Simple Does It: Weakly Supervised Instance and Semantic Segmentation—0
Robust cDNA microarray image segmentation and analysis technique based on Hough circle transform—0
Weakly-Supervised Semantic Segmentation using Motion Cues—0
Segmentation from Natural Language ExpressionsCode0
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image SegmentationCode0
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation—0
Optical Flow with Semantic Segmentation and Localized Layers—0
Temporally coherent 4D reconstruction of complex dynamic scenes—0
Exploring Context with Deep Structured models for Semantic Segmentation—0
A regularization-based approach for unsupervised image segmentation—0
A hybrid approach based segmentation technique for brain tumor in MRI Images—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