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Semantic Segmentation

Papers

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Showing 7251–7300 of 14763 papers

TitleStatusHype
Adversarial Style Augmentation for Domain Generalized Urban-Scene SegmentationCode0
A Waste Copper Granules Rating System Based on Machine Vision—0
Personalizing Federated Medical Image Segmentation via Local CalibrationCode1
Snow Mask Guided Adaptive Residual Network for Image Snow Removal—0
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation LearningCode2
Unsupervised Semantic Segmentation with Self-supervised Object-centric RepresentationsCode1
SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic FlowCode2
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point CloudsCode2
Efficient Multi-Task RGB-D Scene Analysis for Indoor EnvironmentsCode1
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information FusionCode1
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation—0
SHDM-NET: Heat Map Detail Guidance with Image Matting for Industrial Weld Semantic Segmentation Network—0
Mining Discriminative Food Regions for Accurate Food RecognitionCode1
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera—0
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level RegularizationCode0
Generative Adversarial Networks and Other Generative Models—0
BlindSpotNet: Seeing Where We Cannot See—0
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
kMaX-DeepLab: k-means Mask TransformerCode1
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
An Embedding-Dynamic Approach to Self-supervised Learning—0
More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using SparsityCode2
Mirror Complementary Transformer Network for RGB-thermal Salient Object DetectionCode1
Vision Transformers: State of the Art and Research Challenges—0
TFCNs: A CNN-Transformer Hybrid Network for Medical Image SegmentationCode1
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation—0
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
GFNet: Geometric Flow Network for 3D Point Cloud Semantic SegmentationCode1
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionCode1
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasoundCode1
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Unsupervised Domain Adaptation through Shape Modeling for Medical Image SegmentationCode1
OSFormer: One-Stage Camouflaged Instance Segmentation with TransformersCode1
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface EstimationCode1
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch—0
SiamMask: A Framework for Fast Online Object Tracking and SegmentationCode4
Efficient Spatial-Temporal Information Fusion for LiDAR-Based 3D Moving Object SegmentationCode2
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images—0
Improving Semantic Segmentation in Transformers using Hierarchical Inter-Level Attention—0
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Beyond mAP: Towards better evaluation of instance segmentation—0
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction—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