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Semantic Segmentation

Papers

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Showing 4651–4700 of 14763 papers

TitleStatusHype
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning—0
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation—0
SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments—0
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and ViennaCode0
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—0
CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image GenerationCode0
USAM-Net: A U-Net-based Network for Improved Stereo Correspondence and Scene Depth Estimation using Features from a Pre-trained Image Segmentation network—0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning—0
Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering—0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT—0
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image SegmentationCode0
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization—0
SAM2 for Image and Video Segmentation: A Comprehensive Survey—0
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space ModelCode0
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation—0
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations—0
Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection—0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio SemanticsCode0
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs—0
SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing Segmentation—0
Point Cloud Based Scene Segmentation: A Survey—0
E-SAM: Training-Free Segment Every Entity Model—0
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning—0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit TargetsCode0
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell SegmentationCode0
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion SegmentationCode0
OSMa-Bench: Evaluating Open Semantic Mapping Under Varying Lighting Conditions—0
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation—0
SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAMCode0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation—0
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image SegmentationCode0
Investigation of Frame Differences as Motion Cues for Video Object Segmentation—0
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation—0
Knowledge Consultation for Semi-Supervised Semantic Segmentation—0
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation—0
On the status of current quantum machine learning software—0
3D Medical Imaging Segmentation on Non-Contrast CT—0
QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter—0
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing—0
Semantic Communications with Computer Vision Sensing for Edge Video Transmission—0
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation—0
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives—0
HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective PriorsCode0
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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