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Semantic Segmentation

Papers

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Showing 13151–13200 of 14763 papers

TitleStatusHype
BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks—0
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground TruthCode0
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation—0
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic UnderstandingCode0
Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation—0
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation—0
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes—0
A Novel Domain Adaptation Framework for Medical Image Segmentation—0
Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model EstimationCode0
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview—0
End-To-End multi-modal sensors fusion system for urban automated driving—0
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation—0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
UOLO - automatic object detection and segmentation in biomedical images—0
SPIGAN: Privileged Adversarial Learning from Simulation—0
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation—0
Geometry meets semantics for semi-supervised monocular depth estimationCode0
Image Segmentation using Unsupervised Watershed Algorithm with an Over-segmentation Reduction Technique—0
Inter-BMV: Interpolation with Block Motion Vectors for Fast Semantic Segmentation on Video—0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks—0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking—0
Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime—0
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder—0
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?—0
Primitive Fitting Using Deep Boundary Aware Geometric SegmentationCode0
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation—0
Learning Discriminators as Energy Networks in Adversarial Learning—0
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds—0
RGB-D Object Detection and Semantic Segmentation for Autonomous Manipulation in Clutter—0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation—0
Boundary-guided Feature Aggregation Network for Salient Object Detection—0
Semantic Segmentation for Urban Planning Maps based on U-Net—0
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI—0
Vision-based Navigation of Autonomous Vehicle in Roadway Environments with Unexpected Hazards—0
Diagnostics in Semantic Segmentation—0
Edge and Corner Detection for Unorganized 3D Point Clouds with Application to Robotic Welding—0
Image Reconstruction Using Deep Learning—0
Effective Cloud Detection and Segmentation using a Gradient-Based Algorithm for Satellite Imagery; Application to improve PERSIANN-CCS—0
A Coarse-To-Fine Framework For Video Object Segmentation—0
Content Based Image Retrieval from AWiFS Images Repository of IRS Resourcesat-2 Satellite Based on Water Bodies and Burnt Areas—0
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationCode0
Triply Supervised Decoder Networks for Joint Detection and Segmentation—0
Semantic and structural image segmentation for prosthetic vision—0
Towards Automated Post-Earthquake Inspections with Deep Learning-based Condition-Aware Models—0
Modern Convex Optimization to Medical Image Analysis—0
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic SegmentationCode0
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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