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Semantic Segmentation

Papers

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Showing 7651–7700 of 14763 papers

TitleStatusHype
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns—0
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient—0
Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track—0
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms—0
Joint Calibration for Semantic Segmentation—0
Joint ANN-SNN Co-training for Object Localization and Image Segmentation—0
LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation—0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks—0
Joint 3D Scene Reconstruction and Class Segmentation—0
Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches—0
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving—0
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images—0
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World—0
A margin-based replacement for cross-entropy loss—0
J-MOD^2: Joint Monocular Obstacle Detection and Depth Estimation—0
Less than Few: Self-Shot Video Instance Segmentation—0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation—0
Deep Learning based Retinal OCT Segmentation—0
Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—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
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving—0
Bacterial foraging optimization based brain magnetic resonance image segmentation—0
A Manifold Representation of the Key in Vision Transformers—0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection—0
Level generation and style enhancement -- deep learning for game development overview—0
Level Set KSVD—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation—0
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning—0
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules—0
Deep learning based infrared small object segmentation: Challenges and future directions—0
ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation—0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—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
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier—0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation—0
Leveraging Global Binary Masks for Structure Segmentation in Medical Images—0
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors—0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning—0
Iterative Learning for Instance Segmentation—0
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators—0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
AlterSGD: Finding Flat Minima for Continual Learning by Alternative 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
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