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Semantic Segmentation

Papers

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Showing 9701–9750 of 14763 papers

TitleStatusHype
Automated Segmentation and Connectivity Analysis for Normal Pressure HydrocephalusCode0
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient—0
Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision—0
Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network—0
Multiresolution Fully Convolutional Networks to detect Clouds and Snow through Optical Satellite Images—0
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images—0
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation—0
Multi-Robot Collaborative Perception with Graph Neural Networks—0
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ SegmentationCode0
Towards Unsupervised Open World Semantic SegmentationCode0
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation—0
Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer—0
Yeast cell segmentation in microstructured environments with deep learningCode0
YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset—0
Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation—0
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer—0
Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation—0
Sparse Non-Local CRF—0
Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation—0
Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique—0
Sparse and Complete Latent Organization for Geospatial Semantic Segmentation—0
TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance SegmentationCode0
Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device—0
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation—0
SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information—0
BodyGAN: General-Purpose Controllable Neural Human Body Generation—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations—0
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive RegularizationCode0
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation—0
A Graph Matching Perspective With Transformers on Video Instance Segmentation—0
C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical ImageCode0
BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement—0
ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection—0
Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks—0
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation—0
ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation—0
Glass Segmentation Using Intensity and Spectral Polarization Cues—0
Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers—0
CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation—0
Weakly Supervised Change Detection Using Guided Anisotropic Difusion—0
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators—0
Digital Rock Typing DRT Algorithm Formulation with Optimal Supervised Semantic Segmentation—0
MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed ImageriesCode0
SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma—0
Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped AttentionCode0
Siamese Network with Interactive Transformer for Video Object SegmentationCode0
Embodied Learning for Lifelong Visual Perception—0
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference—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