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Semantic Segmentation

Papers

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Showing 11901–11950 of 14763 papers

TitleStatusHype
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
Data-Free Adversarial DistillationCode0
A Survey of Deep Learning Applications to Autonomous Vehicle Control—0
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System—0
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images—0
Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
A Region-based Randers Geodesic Approach for Image Segmentation—0
Learning Semantic Neural Tree for Human Parsing—0
JSNet: Joint Instance and Semantic Segmentation of 3D Point CloudsCode0
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation—0
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image SegmentationCode0
Tangent Images for Mitigating Spherical DistortionCode0
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary TasksCode0
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing ImagesCode0
Learning a Spatio-Temporal Embedding for Video Instance SegmentationCode0
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation—0
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation—0
One-Shot Weakly Supervised Video Object Segmentation—0
Multi-focus Image Fusion Based on Similarity Characteristics—0
Causality matters in medical imaging—0
Semantic Segmentation for Compound figures—0
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax—0
MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation—0
Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic ManuscriptsCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Towards Partial Supervision for Generic Object Counting in Natural ScenesCode0
Meta-Learning Initializations for Image SegmentationCode0
Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation—0
Semantic segmentation of trajectories with improved agent models for pedestrian behavior analysis—0
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images—0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
Local Context Normalization: Revisiting Local NormalizationCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
Greenery Segmentation In Urban Images By Deep Learning—0
HistoNet: Predicting size histograms of object instancesCode0
Parting with Illusions about Deep Active Learning—0
Multimodal Self-Supervised Learning for Medical Image Analysis—0
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance SegmentationCode0
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models—0
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
Learning to Optimally Segment Point Clouds—0
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation—0
Self-supervised Object Motion and Depth Estimation from Video—0
SolarNet: A Deep Learning Framework to Map Solar Power Plants In China From Satellite Imagery—0
Detection of False Positive and False Negative Samples in Semantic SegmentationCode0
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy LearningCode0
End-to-end Training of CNN-CRF via Differentiable Dual-DecompositionCode0
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic SegmentationCode0
Video to Events: Recycling Video Datasets for Event CamerasCode0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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