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Semantic Segmentation

Papers

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Showing 13451–13500 of 14763 papers

TitleStatusHype
Compact Bilinear PoolingCode0
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic SegmentationCode0
Fast Scene Understanding for Autonomous DrivingCode0
Fast-SCNN: Fast Semantic Segmentation NetworkCode0
Fast Segment AnythingCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature SpaceCode0
Combo Loss: Handling Input and Output Imbalance in Multi-Organ SegmentationCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
Relevance Attack on DetectorsCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Implicit Motion-Compensated Network for Unsupervised Video Object SegmentationCode0
Combining UPerNet and ConvNeXt for Contrails Identification to reduce Global WarmingCode0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge TransferCode0
ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure ReconstructionCode0
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation NetworksCode0
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic SegmentationCode0
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate ChangeCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image SegmentationCode0
Road Scenes Segmentation Across Different Domains by Disentangling Latent RepresentationsCode0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant SystemsCode0
Combining Geometric and Topological Information for Boundary EstimationCode0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image SegmentationCode0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
ALBA : Reinforcement Learning for Video Object SegmentationCode0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive SegmentationCode0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
On Adversarial Robustness of Point Cloud Semantic SegmentationCode0
Lightweight Alpha Matting Network Using Distillation-Based Channel PruningCode0
Enhanced Masked Image Modeling for Analysis of Dental Panoramic RadiographsCode0
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change DetectionCode0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
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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