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Semantic Segmentation

Papers

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Showing 13501–13550 of 14763 papers

TitleStatusHype
Learning Pixel-wise Labeling from the Internet without Human Interaction—0
Adversarial Structure Matching for Structured Prediction TasksCode0
Deep Segmentation and Registration in X-Ray Angiography VideoCode0
Auxiliary Tasks in Multi-task LearningCode0
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography—0
Robust 6D Object Pose Estimation with Stochastic Congruent Sets—0
Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object SegmentationCode0
Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks—0
Convolutional CRFs for Semantic SegmentationCode0
Constrained-CNN losses for weakly supervised segmentationCode0
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time—0
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation—0
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge TransferCode0
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing—0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time—0
Loss-Calibrated Approximate Inference in Bayesian Neural NetworksCode0
Facade Segmentation in the Wild—0
SPG-Net: Segmentation Prediction and Guidance Network for Image InpaintingCode0
Combo Loss: Handling Input and Output Imbalance in Multi-Organ SegmentationCode0
RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images—0
Semantic segmentation of mFISH images using convolutional networks—0
Fused Deep Neural Networks for Efficient Pedestrian Detection—0
Adapting Mask-RCNN for Automatic Nucleus Segmentation—0
Semantic Binary Segmentation using Convolutional Networks without DecodersCode0
On the iterative refinement of densely connected representation levels for semantic segmentationCode0
Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup—0
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation—0
Semi-parametric Image SynthesisCode0
Stacked U-Nets: A No-Frills Approach to Natural Image SegmentationCode0
Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images—0
Learning a Discriminative Feature Network for Semantic SegmentationCode0
Learnable Histogram: Statistical Context Features for Deep Neural Networks—0
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks—0
MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving ObjectsCode0
Matlab Implementation of Machine Vision Algorithm on Ballast Degradation Evaluation—0
Learning to See the Invisible: End-to-End Trainable Amodal Instance SegmentationCode0
Fully Convolutional Adaptation Networks for Semantic Segmentation—0
MVTec D2S: Densely Segmented Supermarket Dataset—0
Progressive refinement: a method of coarse-to-fine image parsing using stacked network—0
Micro-Net: A unified model for segmentation of various objects in microscopy images—0
ConnNet: A Long-Range Relation-Aware Pixel-Connectivity Network for Salient Segmentation—0
Image Clustering with Optimization Algorithms and Color SpaceCode0
DetNet: A Backbone network for Object DetectionCode0
Vortex Pooling: Improving Context Representation in Semantic Segmentation—0
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual SemanticsCode0
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation—0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic SegmentationCode0
Deep Neural Networks Motivated by Partial Differential EquationsCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
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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