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Semantic Segmentation

Papers

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Showing 9101–9150 of 14763 papers

TitleStatusHype
MLP-GAN for Brain Vessel Image SegmentationCode0
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation—0
Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow Analysis—0
Analysis of liver cancer detection based on image processing—0
Lightweight Vision Transformer with Cross Feature Attention—0
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes—0
Adversarial Attacks on Monocular Pose EstimationCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Universal Adaptive Data Augmentation—0
Prototypical Contrast Adaptation for Domain Adaptive Semantic SegmentationCode0
MRF-UNets: Searching UNet with Markov Random FieldsCode0
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision—0
Unsupervised Recognition of Informative Features via Tensor Network Machine Learning and Quantum Entanglement Variations—0
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy—0
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision TransformersCode0
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty QuantificationCode0
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos—0
3D Concept Grounding on Neural Fields—0
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
LudVision -- Remote Detection of Exotic Invasive Aquatic Floral Species using Drone-Mounted Multispectral Data—0
PseudoClick: Interactive Image Segmentation with Click Imitation—0
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion—0
Normalized Feature Distillation for Semantic Segmentation—0
Online Video Instance Segmentation via Robust Context Fusion—0
Snow Mask Guided Adaptive Residual Network for Image Snow Removal—0
Detection of Condensed Vehicle Gas Exhaust in LiDAR Point Clouds—0
Image Segmentation for Radar Signal Deinterleaving Using Deep Learning—0
A Waste Copper Granules Rating System Based on Machine Vision—0
Adversarial Style Augmentation for Domain Generalized Urban-Scene SegmentationCode0
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation—0
SHDM-NET: Heat Map Detail Guidance with Image Matting for Industrial Weld Semantic Segmentation Network—0
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera—0
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level RegularizationCode0
BlindSpotNet: Seeing Where We Cannot See—0
Generative Adversarial Networks and Other Generative Models—0
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
An Embedding-Dynamic Approach to Self-supervised Learning—0
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation—0
Vision Transformers: State of the Art and Research Challenges—0
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation—0
Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention—0
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images—0
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch—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