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Semantic Segmentation

Papers

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Showing 12951–13000 of 14763 papers

TitleStatusHype
Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network—0
Interactive Image Segmentation using Label Propagation through Complex Networks—0
TraceCaps: A Capsule-based Neural Network for Semantic Segmentation—0
Unseen Object Segmentation in Videos via Transferable Representations—0
Multi-stream CNN based Video Semantic Segmentation for Automated Driving—0
Spherical CNNs on Unstructured GridsCode0
Segmentation Guided Image-to-Image Translation with Adversarial NetworksCode0
Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning—0
Optimal Decision-Making in Mixed-Agent Partially Observable Stochastic Environments via Reinforcement Learning—0
Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans—0
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
Adversarial Examples Versus Cloud-based Detectors: A Black-box Empirical Study—0
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning—0
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation—0
I Can See Clearly Now : Image Restoration via De-Raining—0
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring ExpressionsCode0
Flow Based Self-supervised Pixel Embedding for Image Segmentation—0
Plugin Networks for Inference under Partial EvidenceCode0
Path-Invariant Map NetworksCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Annotation-cost Minimization for Medical Image Segmentation using Suggestive Mixed Supervision Fully Convolutional Networks—0
Coarse-to-fine Semantic Segmentation from Image-level Labels—0
InstaGAN: Instance-aware Image-to-Image TranslationCode0
Future semantic segmentation of time-lapsed videos with large temporal displacement—0
Semantic Driven Multi-Camera Pedestrian Detection—0
S4-Net: Geometry-Consistent Semi-Supervised Semantic Segmentation—0
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation—0
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images—0
The algorithm of formation of a training set for an artificial neural network for image segmentation—0
Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual EffectsCode0
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation—0
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks—0
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method—0
SwipeCut: Interactive Segmentation with Diversified Seed Proposals—0
OCTID: Optical Coherence Tomography Image Database—0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation—0
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
Learning Common Representation from RGB and Depth Images—0
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency DetectionCode0
Multi-hypothesis contextual modeling for semantic segmentation—0
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks—0
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation—0
DLOW: Domain Flow for Adaptation and GeneralizationCode0
ELASTIC: Improving CNNs with Dynamic Scaling PoliciesCode0
End to End Video Segmentation for Driving : Lane Detection For Autonomous Car—0
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentationCode0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Image Segmentation Based on Multiscale Fast Spectral Clustering—0
Tree-structured Kronecker Convolutional Network for Semantic SegmentationCode0
Weakly Supervised Instance Segmentation Using Hybrid Network—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