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Semantic Segmentation

Papers

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Showing 10801–10850 of 14763 papers

TitleStatusHype
Deep Learning--Based Scene Simplification for Bionic VisionCode0
Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity—0
Towards Generalising Neural Implicit Representations—0
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
Effects of Image Size on Deep Learning—0
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers—0
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing—0
Global-Local Propagation Network for RGB-D Semantic Segmentation—0
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion—0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation—0
ISP Distillation—0
Anchor Distance for 3D Multi-Object Distance Estimation from 2D Single Shot—0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
Network-Agnostic Knowledge Transfer for Medical Image Segmentation—0
Personal Fixations-Based Object Segmentation with Object Localization and Boundary PreservationCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
The Ikshana Hypothesis of Human Scene UnderstandingCode0
Finger Vein Recognition by Generating Code—0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation—0
Analysis of Information Flow Through U-NetsCode0
MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes—0
Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection—0
Nonparametric clustering for image segmentation—0
Feature Sharing Cooperative Network for Semantic Segmentation—0
Cell image segmentation by Feature Random Enhancement Module—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
A survey on shape-constraint deep learning for medical image segmentation—0
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images—0
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS—0
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions—0
A tool for user friendly, cloud based, whole slide image segmentation—0
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach—0
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation—0
Deep Parametric Continuous Convolutional Neural Networks—0
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks—0
Self-Supervised Representation Learning from Flow Equivariance—0
VideoClick: Video Object Segmentation with a Single Click—0
Semi Supervised Deep Quick Instance Detection and Segmentation—0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation—0
Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index—0
How Shift Equivariance Impacts Metric Learning for Instance SegmentationCode0
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision—0
DuctTake: Spatiotemporal Video Compositing—0
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
The Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing—0
Spherical Transformer: Adapting Spherical Signal to CNNs—0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS—0
HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM 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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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