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Semantic Segmentation

Papers

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Showing 12701–12750 of 14763 papers

TitleStatusHype
Switchable Whitening for Deep Representation LearningCode0
A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging—0
ChoiceNet: CNN learning through choice of multiple feature map representations—0
Temporal Unet: Sample Level Human Action Recognition using WiFiCode0
Video Object Segmentation and Tracking: A Survey—0
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes—0
VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation—0
Road Crack Detection Using Deep Convolutional Neural Network and Adaptive ThresholdingCode0
Self-Supervised Audio-Visual Co-Segmentation—0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
Discriminative Online Learning for Fast Video Object Segmentation—0
tsmp: An R Package for Time Series with Matrix Profile—0
Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms—0
MHP-VOS: Multiple Hypotheses Propagation for Video Object SegmentationCode0
Graph based Dynamic Segmentation of Generic Objects in 3D—0
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection—0
Material Segmentation of Multi-View Satellite Imagery—0
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and SegmentationCode0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images—0
Single Pixel Reconstruction for One-stage Instance Segmentation—0
The ALOS Dataset for Advert Localization in Outdoor Scenes—0
Deep learning for image segmentation: veritable or overhyped?—0
A-CNN: Annularly Convolutional Neural Networks on Point CloudsCode0
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds—0
CloudSegNet: A Deep Network for Nychthemeron Cloud Image SegmentationCode0
Detecting the Unexpected via Image ResynthesisCode0
Devil is in the Edges: Learning Semantic Boundaries from Noisy AnnotationsCode0
DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services—0
ACE: Adapting to Changing Environments for Semantic Segmentation—0
Learning Shape Templates with Structured Implicit FunctionsCode0
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology—0
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic ImagesCode0
An Analysis of Pre-Training on Object Detection—0
A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes—0
CNN-Based Deep Architecture for Reinforced Concrete Delamination Segmentation Through Thermography—0
Instance Segmentation of Biological Images Using Harmonic EmbeddingsCode0
Actor-Critic Instance SegmentationCode0
Curriculum semi-supervised segmentationCode0
Instance Segmentation based Semantic Matting for Compositing Applications—0
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds—0
Cross-Modal Self-Attention Network for Referring Image SegmentationCode0
BoLTVOS: Box-Level Tracking for Video Object Segmentation—0
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images—0
QANet -- Quality Assurance Network for Image Segmentation—0
Label Super Resolution with Inter-Instance Loss—0
Convolutional Temporal Attention Model for Video-based Person Re-identification—0
Embodied Visual Recognition—0
Learning Across Tasks and DomainsCode0
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene ImagesCode0
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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