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Semantic Segmentation

Papers

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Showing 13651–13700 of 14763 papers

TitleStatusHype
Effective Video Mirror Detection with Inconsistent Motion CuesCode0
High-Quality Entity SegmentationCode0
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing ImageryCode0
Improving Shape Deformation in Unsupervised Image-to-Image TranslationCode0
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase SamplingCode0
CMF: Cascaded Multi-model Fusion for Referring Image SegmentationCode0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature FusionCode0
Learning Deconvolution Network for Semantic SegmentationCode0
CLVOS23: A Long Video Object Segmentation Dataset for Continual LearningCode0
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point PromptsCode0
Finite Group Equivariant Neural Networks for GamesCode0
Effective Deep Learning for Semantic Segmentation Based Bleeding Zone Detection in Capsule Endoscopy ImagesCode0
EdgeSegNet: A Compact Network for Semantic SegmentationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Fire Dynamic Vision: Image Segmentation and Tracking for Multi-Scale Fire and Plume BehaviorCode0
Clustering-Guided Class Activation for Weakly Supervised Semantic SegmentationCode0
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN ScenesCode0
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesCode0
ClusterFuG: Clustering Fully connected Graphs by MulticutCode0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
Learning deep structured active contours end-to-endCode0
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye ImagesCode0
EDADepth: Enhanced Data Augmentation for Monocular Depth EstimationCode0
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural NetworksCode0
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network AcceleratorsCode0
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic SegmentationCode0
EasyMLServe: Easy Deployment of REST Machine Learning ServicesCode0
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing ImageryCode0
AdaContour: Adaptive Contour Descriptor with Hierarchical RepresentationCode0
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image SegmentationCode0
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityCode0
Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal ImageryCode0
A Fully Convolutional Two-Stream Fusion Network for Interactive Image SegmentationCode0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds)Code0
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional NetworksCode0
Flexible visual prompts for in-context learning in computer visionCode0
Dynamic Multi-Scale Filters for Semantic SegmentationCode0
Dynamic Multimodal Instance Segmentation guided by natural language queriesCode0
Flood-Filling NetworksCode0
Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of ResourcesCode0
Dynamic Linear Transformer for 3D Biomedical Image SegmentationCode0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal PredictionCode0
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change SegmentationCode0
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image SegmentationCode0
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attentionCode0
Dynamic Dual Sampling Module for Fine-Grained Semantic SegmentationCode0
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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