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Semantic Segmentation

Papers

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Showing 6251–6300 of 14763 papers

TitleStatusHype
Towards general deep-learning-based tree instance segmentation models—0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks—0
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded SystemsCode0
Uncertainty-aware self-training with expectation maximization basis transformation—0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation—0
Automated Virtual Product Placement and Assessment in Images using Diffusion Models—0
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation—0
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks—0
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey—0
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation—0
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery—0
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models—0
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation—0
Clicks2Line: Using Lines for Interactive Image Segmentation—0
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model GardenCode0
Open-Set 3D Semantic Instance Maps for Vision Language Navigation -- O3D-SIMCode0
Segmentation Quality and Volumetric Accuracy in Medical Imaging—0
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment—0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference—0
Self-Balanced R-CNN for Instance SegmentationCode0
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models—0
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors—0
Style Adaptation for Domain-adaptive Semantic Segmentation—0
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes—0
Calculation of Femur Caput Collum Diaphyseal angle for X-Rays images using Semantic Segmentation—0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models—0
Vision Transformer-based Adversarial Domain AdaptationCode0
3D Freehand Ultrasound using Visual Inertial and Deep Inertial Odometry for Measuring Patellar Tracking—0
Mitigating False Predictions In Unreasonable Body Regions—0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain—0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection—0
Efficient Transformer Encoders for Mask2Former-style modelsCode0
PM-VIS: High-Performance Box-Supervised Video Instance Segmentation—0
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos—0
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation—0
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing—0
A Complete System for Automated 3D Semantic-Geometric Mapping of Corrosion in Industrial Environments—0
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence ImagesCode0
PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation—0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models—0
AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image 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