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Semantic Segmentation

Papers

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Showing 14101–14150 of 14763 papers

TitleStatusHype
A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction—0
Convolutional Oriented Boundaries: From Image Segmentation to High-Level TasksCode0
A Digital Fuzzy Edge Detector for Color Images—0
CNN-based Segmentation of Medical Imaging DataCode0
Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation—0
Constrained Deep Weak Supervision for Histopathology Image Segmentation—0
Weakly Supervised Semantic Segmentation using Web-Crawled Videos—0
Rotation equivariant vector field networksCode0
Semantic Video Segmentation by Gated Recurrent Flow Propagation—0
Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning—0
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks—0
Learning Motion Patterns in Videos—0
End-to-End Pedestrian Collision Warning System based on a Convolutional Neural Network with Semantic Segmentation—0
Efficiently Computing Piecewise Flat Embeddings for Data Clustering and Image Segmentation—0
Deep Learning and Its Applications to Machine Health Monitoring: A SurveyCode0
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomicsCode0
Video Propagation Networks—0
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground TruthCode0
A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal TractCode0
Segmentation of large images based on super-pixels and community detection in graphs—0
Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection—0
Boundary-aware Instance Segmentation—0
An Efficient Algorithm for the Piecewise-Smooth Model with Approximately Explicit Solutions—0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
Learning Video Object Segmentation from Static ImagesCode0
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation—0
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing—0
Predicting Ground-Level Scene Layout from Aerial ImageryCode0
Spatially Adaptive Computation Time for Residual NetworksCode0
Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts—0
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation—0
Diverse Sampling for Self-Supervised Learning of Semantic Segmentation—0
Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images—0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
Implicit Modeling -- A Generalization of Discriminative and Generative Approaches—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy ImagesCode0
Efficient Pose and Cell Segmentation using Column Generation—0
TorontoCity: Seeing the World with a Million Eyes—0
Training Bit Fully Convolutional Network for Fast Semantic Segmentation—0
3D Ultrasound image segmentation: A Survey—0
Efficient Linear Programming for Dense CRFs—0
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields—0
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
Improving Fully Convolution Network for Semantic Segmentation—0
Object Detection Free Instance Segmentation With Labeling Transformations—0
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic SegmentationCode0
Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning—0
Clickstream analysis for crowd-based object segmentation with confidence—0
Semantic Segmentation using Adversarial NetworksCode0
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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