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Semantic Segmentation

Papers

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Showing 13951–14000 of 14763 papers

TitleStatusHype
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications—0
Online Video Object Segmentation via Convolutional Trident Network—0
Webly Supervised Semantic Segmentation—0
Segmentation Guided Attention Networks for Visual Question Answering—0
ShapeOdds: Variational Bayesian Learning of Generative Shape Models—0
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos—0
Sports Field Localization via Deep Structured Models—0
Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory—0
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and SegmentationCode0
Primary Object Segmentation in Videos Based on Region Augmentation and Reduction—0
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRFCode0
Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields—0
Superpixel-based Semantic Segmentation Trained by Statistical Process ControlCode0
Flow-free Video Object Segmentation—0
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation—0
Semantically Informed Multiview Surface Refinement—0
Illuminating Pedestrians via Simultaneous Detection & SegmentationCode0
Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil CharacteristicsCode0
Irregular Convolutional Neural Networks—0
A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography—0
An Enhanced Deep Convolutional Encoder-Decoder Network for Road Segmentation on Aerial Imagery—0
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition—0
Tversky loss function for image segmentation using 3D fully convolutional deep networksCode0
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation—0
Human-like Clustering with Deep Convolutional Neural NetworksCode0
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation—0
Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks—0
ν-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters—0
A dynamic graph-cuts method with integrated multiple feature maps for segmenting kidneys in ultrasound images—0
Multi-Modal Obstacle Detection in Unstructured Environments with Conditional Random Fields—0
BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks—0
Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation—0
SegAN: Adversarial Network with Multi-scale L_1 Loss for Medical Image SegmentationCode0
Integrated Deep and Shallow Networks for Salient Object Detection—0
Line Profile Based Segmentation Algorithm for Touching Corn Kernels—0
Efficient ConvNet for Real-time Semantic SegmentationCode0
Nighttime sky/cloud image segmentationCode0
Dilated Residual NetworksCode0
CASENet: Deep Category-Aware Semantic Edge DetectionCode0
Weakly Supervised Semantic Segmentation Based on Web Image Co-segmentation—0
Dense Transformer NetworksCode0
Salient Object Detection with Semantic Priors—0
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors—0
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation—0
Image Segmentation by Iterative Inference from Conditional Score EstimationCode0
Recurrent Scene Parsing with Perspective Understanding in the LoopCode0
Pixel Deconvolutional NetworksCode0
A deep level set method for image segmentation—0
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN—0
3D Semantic Segmentation of Modular Furniture using rjMCMCCode0
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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