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Semantic Segmentation

Papers

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Showing 9551–9600 of 14763 papers

TitleStatusHype
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision—0
Panoptic segmentation with highly imbalanced semantic labels—0
Revisiting Click-based Interactive Video Object SegmentationCode0
Polar Transformation Based Multiple Instance Learning Assisting Weakly Supervised Image Segmentation With Loose Bounding Box AnnotationsCode0
SegTAD: Precise Temporal Action Detection via Semantic Segmentation—0
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no RetrainingCode0
Efficient Video Instance Segmentation via Tracklet Query and Proposal—0
Fast Neural Architecture Search for Lightweight Dense Prediction Networks—0
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification—0
Adaptive Path Planning for UAVs for Multi-Resolution Semantic Segmentation—0
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions—0
Continual BatchNorm Adaptation (CBNA) for Semantic SegmentationCode0
Conditional Reconstruction for Open-set Semantic SegmentationCode0
Detecting Adversarial Perturbations in Multi-Task PerceptionCode0
Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations—0
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI—0
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment—0
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and CountingCode0
Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data—0
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector—0
Image analysis for automatic measurement of crustose lichens—0
Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation—0
Uncertainty categories in medical image segmentation: a study of source-related diversity—0
Learning Semantic Segmentation from Multiple Datasets with Label Shifts—0
ConvNeXt-backbone HoVerNet for nuclei segmentation and classificationCode0
Spatiotemporal Transformer Attention Network for 3D Voxel Level Joint Segmentation and Motion Prediction in Point Cloud—0
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation—0
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component—0
Point Label Aware Superpixels for Multi-species Segmentation of Underwater Imagery—0
Application of DatasetGAN in medical imaging: preliminary studies—0
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment—0
ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network—0
Confidence Calibration for Object Detection and Segmentation—0
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning—0
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow—0
SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition ImagesCode0
Fully Self-Supervised Learning for Semantic Segmentation—0
Efficient Video Segmentation Models with Per-frame Inference—0
Data variation-aware medical image segmentation—0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
Amodal Panoptic Segmentation—0
Thermal hand image segmentation for biometric recognition—0
Mixed-Block Neural Architecture Search for Medical Image Segmentation—0
PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds—0
An Object Aware Hybrid U-Net for Breast Tumour Annotation—0
Estimation of Looming from LiDAR—0
Learning with Free Object Segments for Long-Tailed Instance Segmentation—0
A-Eye: Driving with the Eyes of AI for Corner Case Generation—0
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration—0
An Efficient Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total VariationCode0
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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