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Semantic Segmentation

Papers

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Showing 6851–6875 of 14763 papers

TitleStatusHype
Concept Guided Co-saliency Objection Detection—0
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation—0
Integrated Deep and Shallow Networks for Salient Object Detection—0
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation—0
Frequency Dropout: Feature-Level Regularization via Randomized Filtering—0
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks—0
DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection—0
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images—0
Frequency-domain Learning for Volumetric-based 3D Data Perception—0
Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation—0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images—0
Assessing and Learning Alignment of Unimodal Vision and Language Models—0
Multi-Unit Floor Plan Recognition and Reconstruction Using Improved Semantic Segmentation of Raster-Wise Floor Plans—0
Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation—0
Integrating YOLO11 and Convolution Block Attention Module for Multi-Season Segmentation of Tree Trunks and Branches in Commercial Apple Orchards—0
Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking—0
Integration of Vision-based Object Detection and Grasping for Articulated Manipulator in Lunar Conditions—0
Learning Pixel Representations for Generic Segmentation—0
Concealed Object Segmentation with Hierarchical Coherence Modeling—0
Intelligent Breast Cancer Diagnosis with Heuristic-assisted Trans-Res-U-Net and Multiscale DenseNet using Mammogram Images—0
Intelligent Control of Robotic X-ray Devices using a Language-promptable Digital Twin—0
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle—0
Intelligent image synthesis to attack a segmentation CNN using adversarial learning—0
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—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