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Semantic Segmentation

Papers

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Showing 12401–12450 of 14763 papers

TitleStatusHype
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image SegmentationCode0
Benefiting from Multitask Learning to Improve Single Image Super-Resolution—0
FSS-1000: A 1000-Class Dataset for Few-Shot SegmentationCode0
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point CloudsCode0
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse ConvolutionsCode0
Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation—0
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation—0
Single Level Feature-to-Feature Forecasting with Deformable Convolutions—0
Relevance analysis of MRI sequences for automatic liver tumor segmentation—0
Bayesian Volumetric Autoregressive generative models for better semisupervised learningCode0
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing—0
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic SegmentationCode0
Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation—0
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized NetworkCode0
Grape detection, segmentation and tracking using deep neural networks and three-dimensional associationCode0
Attention Guided Network for Retinal Image SegmentationCode0
Cross Attention Network for Semantic Segmentation—0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation—0
Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant SystemsCode0
HUGE2: a Highly Untangled Generative-model Engine for Edge-computing—0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Object as Distribution—0
Self-supervised Domain Adaptation for Computer Vision TasksCode0
SDNet: Semantically Guided Depth Estimation Network—0
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud—0
Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery—0
Mixed-Supervised Dual-Network for Medical Image Segmentation—0
U4D: Unsupervised 4D Dynamic Scene Understanding—0
Domain specific cues improve robustness of deep learning based segmentation of ct volumes—0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations—0
Incremental Class Discovery for Semantic Segmentation with RGBD Sensing—0
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images—0
Adaptive Compression-based Lifelong Learning—0
Exploring Semantic Segmentation on the DCT Representation—0
FD-FCN: 3D Fully Dense and Fully Convolutional Network for Semantic Segmentation of Brain Anatomy—0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM—0
Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth—0
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks—0
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding BoxesCode0
An Efficient 3D CNN for Action/Object Segmentation in Video—0
Human Extraction and Scene Transition utilizing Mask R-CNN—0
Slot Based Image Augmentation System for Object Detection—0
Temporally Coherent General Dynamic Scene Reconstruction—0
News Cover Assessment via Multi-task Learning—0
Stereo-based terrain traversability analysis using normal-based segmentation and superpixel surface analysis—0
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range DependenciesCode0
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees—0
Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision—0
Improving Semantic Segmentation via Dilated Affinity—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