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Semantic Segmentation

Papers

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Showing 13451–13500 of 14763 papers

TitleStatusHype
TernausNetV2: Fully Convolutional Network for Instance SegmentationCode0
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation—0
Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation—0
Learn the new, keep the old: Extending pretrained models with new anatomy and images—0
Free Supervision From Video Games—0
Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines—0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs—0
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Matching Adversarial Networks—0
Bootstrapping the Performance of Webly Supervised Semantic SegmentationCode0
Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion—0
Interactive Image Segmentation With Latent DiversityCode0
DenseASPP for Semantic Segmentation in Street ScenesCode0
Inference in Higher Order MRF-MAP Problems With Small and Large Cliques—0
Conditional Generative Adversarial Network for Structured Domain Adaptation—0
Training Structured Prediction Energy Networks with Indirect Supervision—0
Referring Image Segmentation via Recurrent Refinement NetworksCode0
Reinforcement Cutting-Agent Learning for Video Object Segmentation—0
On the Importance of Label Quality for Semantic Segmentation—0
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation—0
Monocular Relative Depth Perception With Web Stereo Data Supervision—0
Motion-Guided Cascaded Refinement Network for Video Object Segmentation—0
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural NetworksCode0
MoNet: Deep Motion Exploitation for Video Object Segmentation—0
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region GrowingCode0
The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation—0
Fully Automated Organ Segmentation in Male Pelvic CT Images—0
Probabilistic Model of Visual Segmentation—0
Generalizing to Unseen Domains via Adversarial Data AugmentationCode0
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations—0
Superpixel-enhanced Pairwise Conditional Random Field for Semantic SegmentationCode0
Semantic Road Layout Understanding by Generative Adversarial Inpainting—0
Uncertainty Gated Network for Land Cover Segmentation—0
LAKE ICE MONITORING WITH WEBCAMSCode0
Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning—0
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network—0
Video Summarization Using Fully Convolutional Sequence Networks—0
Pyramid Attention Network for Semantic Segmentation—0
Few-Shot Segmentation Propagation with Guided NetworksCode0
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation—0
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials—0
SymmSLIC: Symmetry Aware Superpixel Segmentation and its Applications—0
Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images—0
Convexity Shape Prior for Level Set based Image Segmentation Method—0
Autofocus Layer for Semantic SegmentationCode0
DifNet: Semantic Segmentation by Diffusion Networks—0
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection—0
Quickshift++: Provably Good Initializations for Sample-Based Mean ShiftCode0
Unsupervised Video Object Segmentation for Deep Reinforcement LearningCode0
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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