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Semantic Segmentation

Papers

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Showing 7351–7400 of 14763 papers

TitleStatusHype
Adversarial Attacks Against Uncertainty Quantification—0
An Empirical Study of Attention Networks for Semantic Segmentation—0
PanoMixSwap Panorama Mixing via Structural Swapping for Indoor Scene Understanding—0
HiT: Building Mapping with Hierarchical Transformers—0
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling—0
Target-aware Bi-Transformer for Few-shot Segmentation—0
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
Active Learning for Semantic Segmentation with Multi-class Label QueryCode0
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation—0
CLIPUNetr: Assisting Human-robot Interface for Uncalibrated Visual Servoing Control with CLIP-driven Referring Expression Segmentation—0
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels—0
Computational framework for the generation of one-dimensional vascular models accounting for uncertainty in networks extracted from medical images—0
Segment Anything Model for Brain Tumor Segmentation—0
T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point CloudsCode0
BROW: Better featuRes fOr Whole slide image based on self-distillation—0
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery—0
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic Segmentation—0
Temporal-aware Hierarchical Mask Classification for Video Semantic SegmentationCode0
Automated Assessment of Critical View of Safety in Laparoscopic Cholecystectomy—0
Dynamic Spectrum Mixer for Visual Recognition—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
Computer Vision Pipeline for Automated Antarctic Krill Analysis—0
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation—0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
MELAGE: A purely python based Neuroimaging software (Neonatal)Code0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels—0
PAg-NeRF: Towards fast and efficient end-to-end panoptic 3D representations for agricultural robotics—0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Lung Diseases Image Segmentation using Faster R-CNNs—0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
Visual Material Characteristics Learning for Circular HealthcareCode0
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation—0
Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding—0
On the Efficacy of Multi-scale Data Samplers for Vision Applications—0
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
Weakly Supervised Point Clouds Transformer for 3D Object Detection—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