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Semantic Segmentation

Papers

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Showing 5601–5650 of 14763 papers

TitleStatusHype
A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches—0
Applying Conditional Generative Adversarial Networks for Imaging Diagnosis—0
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation—0
AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss—0
Attention to Scale: Scale-aware Semantic Image Segmentation—0
Co-Seg: An Image Segmentation Framework Against Label Corruption—0
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation—0
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation—0
Attention to Refine through Multi-Scales for Semantic Segmentation—0
Cortical spatio-temporal dimensionality reduction for visual grouping—0
Corrupted Image Modeling for Self-Supervised Visual Pre-Training—0
A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model—0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal—0
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data—0
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images—0
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation—0
Correlation Maximized Structural Similarity Loss for Semantic Segmentation—0
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy—0
Attention on Classification for Fire Segmentation—0
A Global Constraint to Improve CT Reconstruction Under Non-Ideal Conditions—0
Correlation-aware active learning for surgery video segmentation—0
Attention Models for Point Clouds in Deep Learning: A Survey—0
CORP: A Multi-Modal Dataset for Campus-Oriented Roadside Perception Tasks—0
PanicleNeRF: low-cost, high-precision in-field phenotypingof rice panicles with smartphone—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Coronary Artery Semantic Labeling using Edge Attention Graph Matching Network—0
Attention Mechanisms in Medical Image Segmentation: A Survey—0
Aggregation With Feature Detection—0
CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents—0
CoralVOS: Dataset and Benchmark for Coral Video Segmentation—0
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation—0
Copy-Paste Image Augmentation with Poisson Image Editing for Ultrasound Instance Segmentation Learning—0
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions—0
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation—0
Co-occurrence matrix analysis-based semi-supervised training for object detection—0
IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection—0
3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images—0
A Compositional Approach to Occlusion in Panoptic Segmentation—0
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme—0
Convolutions on Spherical Images—0
Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—0
Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images—0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Attention-guided Feature Distillation for Semantic Segmentation—0
Convolution-Free Medical Image Segmentation using Transformers—0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries—0
A Complete System for Automated 3D Semantic-Geometric Mapping of Corrosion in Industrial Environments—0
Convolutional Temporal Attention Model for Video-based Person Re-identification—0
IEOPF: An Active Contour Model for Image Segmentation with Inhomogeneities Estimated by Orthogonal Primary Functions—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