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Semantic Segmentation

Papers

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Showing 14251–14300 of 14763 papers

TitleStatusHype
Free Form based active contours for image segmentation and free space perception—0
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image SegmentationCode0
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks—0
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature SegmentationCode0
Convolutional Neural Fabrics—0
Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation—0
Better Image Segmentation by Exploiting Dense Semantic Predictions—0
An Interactive Medical Image Segmentation Framework Using Iterative Refinement—0
Reinforcement Learning for Semantic Segmentation in Indoor Scenes—0
Soft-Segmentation Guided Object Motion Deblurring—0
Saliency Unified: A Deep Architecture for Simultaneous Eye Fixation Prediction and Salient Object Segmentation—0
Semantic Channels for Fast Pedestrian Detection—0
Speeding up Semantic Segmentation for Autonomous DrivingCode0
The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes—0
Video Segmentation via Object Flow—0
Scale-Aware Alignment of Hierarchical Image SegmentationCode0
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions—0
Pull the Plug? Predicting If Computers or Humans Should Segment Images—0
Recurrent Fully Convolutional Networks for Video Segmentation—0
Monocular 3D Object Detection for Autonomous Driving—0
Interactive Segmentation on RGBD Images via Cue Selection—0
Joint Multiview Segmentation and Localization of RGB-D Images Using Depth-Induced Silhouette Consistency—0
A New Finsler Minimal Path Model With Curvature Penalization for Image Segmentation and Closed Contour Detection—0
A Deeper Look at Saliency: Feature Contrast, Semantics, and Beyond—0
Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition—0
Layered Scene Decomposition via the Occlusion-CRF—0
Estimating Correspondences of Deformable Objects "In-The-Wild"—0
Hedgehog Shape Priors for Multi-Object Segmentation—0
Coherent Parametric Contours for Interactive Video Object Segmentation—0
A Benchmark Dataset and Evaluation Methodology for Video Object SegmentationCode0
Active Image Segmentation Propagation—0
Gaussian Conditional Random Field Network for Semantic Segmentation—0
Hierarchically Gated Deep Networks for Semantic Segmentation—0
The use of deep learning in image segmentation, classification and detection—0
End-to-End Instance Segmentation with Recurrent AttentionCode0
Image segmentation based on the hybrid total variation model and the K-means clustering strategy—0
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance—0
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks—0
Real-Time Human Motion Capture with Multiple Depth Cameras—0
Natural Scene Image Segmentation Based on Multi-Layer Feature Extraction—0
Convolutional Random Walk Networks for Semantic Image Segmentation—0
Dense CNN Learning with Equivalent Mappings—0
A Formal Evaluation of PSNR as Quality Measurement Parameter for Image Segmentation Algorithms—0
Bridging Category-level and Instance-level Semantic Image Segmentation—0
Automated Resolution Selection for Image Segmentation—0
Fully Convolutional Networks for Semantic SegmentationCode0
Virtual Worlds as Proxy for Multi-Object Tracking Analysis—0
Superpixel HierarchyCode0
Re-ranking Object Proposals for Object Detection in Automatic Driving—0
Hierarchical Piecewise-Constant Super-regions—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