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Semantic Segmentation

Papers

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Showing 4901–4925 of 14763 papers

TitleStatusHype
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
Deep-learning coupled with novel classification method to classify the urban environment of the developing world—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation—0
Deep Learning Based Video System for Accurate and Real-Time Parking Measurement—0
Deep Learning based Systems for Crater Detection: A Review—0
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns—0
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms—0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World—0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images—0
A margin-based replacement for cross-entropy loss—0
Bacterial foraging optimization based brain magnetic resonance image segmentation—0
Deep Learning based Retinal OCT Segmentation—0
A Manifold Representation of the Key in Vision Transformers—0
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation—0
Deep learning-based instance segmentation for the precise automated quantification of digital breast cancer immunohistochemistry images—0
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning—0
Generative Artisan: A Semantic-Aware and Controllable CLIPstyler—0
Deep learning based infrared small object segmentation: Challenges and future directions—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
Background Subtraction with Real-time Semantic Segmentation—0
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—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