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Semantic Segmentation

Papers

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Showing 11551–11600 of 14763 papers

TitleStatusHype
The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile—0
Visual Localization Using Semantic Segmentation and Depth Prediction—0
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning—0
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-NetCode0
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis—0
Panoptic Instance Segmentation on Pigs—0
Unsupervised Domain Adaptation in Semantic Segmentation: a Review—0
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation—0
What Makes for Good Views for Contrastive Learning?—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
A New Validity Index for Fuzzy-Possibilistic C-Means Clustering—0
hidden markov random fields and cuckoo search method for medical image segmentation—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Self-supervised Transfer Learning for Instance Segmentation through Physical InteractionCode0
Tropical and Extratropical Cyclone Detection Using Deep Learning—0
Decoder Modulation for Indoor Depth Completion—0
Guided interactive image segmentation using machine learning and color based data set clustering—0
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation—0
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling—0
Reinforced Coloring for End-to-End Instance Segmentation—0
SUPER: A Novel Lane Detection System—0
Taskology: Utilizing Task Relations at Scale—0
Global context reasoning for semantic segmentation of 3d point clouds—0
Exploiting Multi-Layer Grid Maps for Surround-View Semantic Segmentation of Sparse LiDAR Data—0
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images—0
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing—0
Medical Image Segmentation Using a U-Net type of Architecture—0
Multi-Task Learning in Histo-pathology for Widely Generalizable Model—0
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image SegmentationCode0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
Progressive Adversarial Semantic Segmentation—0
OpenEDS2020: Open Eyes Dataset—0
Scoring Root Necrosis in Cassava Using Semantic Segmentation—0
How Can CNNs Use Image Position for Segmentation?—0
Attentive Semantic Exploring for Manipulated Face Detection—0
A Model for Image Segmentation in Retina—0
Tamed Warping Network for High-Resolution Semantic Video Segmentation—0
Illumination-Invariant Image from 4-Channel Images: The Effect of Near-Infrared Data in Shadow Removal—0
Boundary-aware Context Neural Network for Medical Image SegmentationCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
Deeply Cascaded U-Net for Multi-Task Image Processing—0
A deep learning network for cloud-to-ground lightning nowcasting with multisource data—0
Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysisCode0
MEDIAPI-SKEL - A 2D-Skeleton Video Database of French Sign Language With Aligned French Subtitles—0
Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network—0
Multi-modal deep network for RGB-D segmentation of clothes—0
SS3D: Single Shot 3D Object Detector—0
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation—0
Improving Semantic Segmentation via Self-Training—0
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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
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