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Semantic Segmentation

Papers

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Showing 6901–6950 of 14763 papers

TitleStatusHype
Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images—0
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation—0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
Analyzing Local Representations of Self-supervised Vision Transformers—0
Adaptive Class Weight based Dual Focal Loss for Improved Semantic Segmentation—0
3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images—0
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis—0
DidSee: Diffusion-Based Depth Completion for Material-Agnostic Robotic Perception and Manipulation—0
Analyzing Deep Learning Representations of Point Clouds for Real-Time In-Vehicle LiDAR Perception—0
Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning—0
Dictionary-based Framework for Interpretable and Consistent Object Parsing—0
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks—0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning—0
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation—0
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
Diagnostics in Semantic Segmentation—0
Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving—0
Analysis of Vision-based Abnormal Red Blood Cell Classification—0
DGST : Discriminator Guided Scene Text detector—0
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment—0
Bi-Manual Joint Camera Calibration and Scene Representation—0
Analysis of Sparse Subspace Clustering: Experiments and Random Projection—0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation—0
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control—0
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise—0
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block—0
Analysis of liver cancer detection based on image processing—0
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation—0
DFC: Deep Feature Consistency for Robust Point Cloud Registration—0
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation—0
Analysis of LiDAR Configurations on Off-road Semantic Segmentation Performance—0
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation—0
3D Ultrasound image segmentation: A Survey—0
DeVOS: Flow-Guided Deformable Transformer for Video Object Segmentation—0
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization—0
Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants—0
Development and Testing of a Wood Panels Bark Removal Equipment Based on Deep Learning—0
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation—0
DetNet: Design Backbone for Object Detection—0
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation—0
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation—0
Bi-Directional Relationship Inferring Network for Referring Image Segmentation—0
Analysing Diffusion Segmentation for Medical Images—0
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection—0
Detection of Malfunctioning Modules in Photovoltaic Power Plants using Unsupervised Feature Clustering Segmentation Algorithm—0
Detection of Late Blight Disease in Tomato Leaf Using Image Processing Techniques—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