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Semantic Segmentation

Papers

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Showing 13601–13650 of 14763 papers

TitleStatusHype
Video Object Segmentation with Language Referring Expressions—0
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation—0
A Neural Markovian Multiresolution Image Labeling Algorithm—0
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds)Code0
Dynamic Filtering with Large Sampling Field for ConvNets—0
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic SegmentationCode0
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks—0
Depth-aware CNN for RGB-D SegmentationCode0
Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method—0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Adaptive strategy for superpixel-based region-growing image segmentation—0
Learning to Segment via Cut-and-PasteCode0
Dynamic-structured Semantic Propagation Network—0
Learning deep structured active contours end-to-endCode0
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional NetworksCode0
Pseudo Mask Augmented Object Detection—0
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic SegmentationCode0
Signal Processing and Piecewise Convex Estimation—0
Approximate Query Matching for Image Retrieval—0
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling—0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
Cubic Spline Interpolation Segmenting over Conventional Segmentation Procedures: Application and Advantages—0
Image Segmentation and Processing for Efficient Parking Space Analysis—0
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation—0
Optimal Transport for Multi-source Domain Adaptation under Target ShiftCode0
Multimodal Recurrent Neural Networks with Information Transfer Layers for Indoor Scene Labeling—0
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation—0
ShuffleSeg: Real-time Semantic Segmentation NetworkCode0
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation—0
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey—0
Analysis of Hand Segmentation in the WildCode0
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation—0
RTSeg: Real-time Semantic Segmentation Comparative StudyCode0
Object cosegmentation using deep Siamese network—0
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease ClassificationCode0
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural NetworksCode0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep LearningCode0
The 2018 DAVIS Challenge on Video Object Segmentation—0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image—0
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional NetworkCode0
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection—0
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired DataCode0
Tell Me Where to Look: Guided Attention Inference NetworkCode0
Semantic segmentation of trajectories with agent models—0
Simultaneous Traffic Sign Detection and Boundary Estimation using Convolutional Neural Network—0
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning—0
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNsCode0
Locally Adaptive Learning Loss for Semantic Image Segmentation—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