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Semantic Segmentation

Papers

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Showing 5101–5150 of 14763 papers

TitleStatusHype
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER—0
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint—0
A Linear Approximation to the chi^2 Kernel with Geometric Convergence—0
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation—0
Automatic Surface Area and Volume Prediction on Ellipsoidal Ham using Deep Learning—0
Growing Efficient Deep Networks by Structured Continuous Sparsification—0
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling—0
Automatic Semantic Segmentation of the Lumbar Spine: Clinical Applicability in a Multi-parametric and Multi-centre Study on Magnetic Resonance Images—0
Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images—0
Decoupled Motion Expression Video Segmentation—0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation—0
Growing Instance Mask on Leaf—0
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds—0
Guided interactive image segmentation using machine learning and color based data set clustering—0
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images—0
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks—0
Automatic segmenting teeth in X-ray images: Trends, a novel data set, benchmarking and future perspectives—0
Group-Representative Functional Network Estimation from Multi-Subject fMRI Data via MRF-based Image Segmentation—0
Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation—0
Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation—0
3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation—0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes—0
Active Contours with Group Similarity—0
Group-On: Boosting One-Shot Segmentation with Supportive Query—0
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation—0
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm—0
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation—0
Decoder Modulation for Indoor Depth Completion—0
Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection—0
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence—0
Automatic satellite building construction monitoring—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
DeceptionNet: Network-Driven Domain Randomization—0
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives—0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers—0
Decentralized Differentially Private Segmentation with PATE—0
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples—0
Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation—0
3D Reconstruction from Accidental Motion—0
Automatic Real-time Background Cut for Portrait Videos—0
Grounded Human-Object Interaction Hotspots from Video (Extended Abstract)—0
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation—0
Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation—0
Active Contour Models for Manifold Valued Image Segmentation—0
GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models—0
GroundNet: Monocular Ground Plane Normal Estimation with Geometric Consistency—0
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation—0
Automatic Portrait Video Matting via Context Motion Network—0
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation—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