SOTAVerified

Boundary Detection

Boundary Detection is a vital part of extracting information encoded in images, allowing for the computation of quantities of interest including density, velocity, pressure, etc.

Source: A Locally Adapting Technique for Boundary Detection using Image Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 359 papers

TitleStatusHype
Large-scale, Fast and Accurate Shot Boundary Detection through Spatio-temporal Convolutional Neural NetworksCode1
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion ModuleCode1
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing ImagesCode1
Rethinking the Architecture Design for Efficient Generic Event Boundary DetectionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Music Boundary Detection using Convolutional Neural Networks: A comparative analysis of combined input featuresCode1
Federated Learning Enables Big Data for Rare Cancer Boundary DetectionCode1
Field of Junctions: Extracting Boundary Structure at Low SNRCode1
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Clustering Based on Graph of Density TopologyCode1
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition ParserCode1
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic KnowledgeCode1
Prompt Guided Transformer for Multi-Task Dense PredictionCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
Boundary Detection with BERT for Span-level Emotion Cause Analysis—0
Boundary Detection Benchmarking: Beyond F-Measures—0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension—0
An unsupervised segmentation of vocal breath sounds—0
Boundary Detection Algorithm Inspired by Locally Linear Embedding—0
aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora—0
BIT's system for the AutoSimTrans 2020—0
English-French Document Alignment Based on Keywords and Statistical Translation—0
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection—0
A Context-Enhanced De-identification System—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
Adversarial Examples for Edge Detection: They Exist, and They Transfer—0
Beyond χ^2 Difference: Learning Optimal Metric for Boundary Detection—0
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization—0
A Novel Approach for Shot Boundary Detection in Videos—0
Elephant: Sequence Labeling for Word and Sentence Segmentation—0
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors—0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition—0
Efficient Polyp Segmentation Via Integrity Learning—0
Efficient Color Boundary Detection with Color-Opponent Mechanisms—0
A Graphical Citation Browser for the ACL Anthology—0
Efficient Exact Inference in Planar Ising Models—0
A Region-based Randers Geodesic Approach for Image Segmentation—0
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection—0
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model—0
Deep Motion Boundary Detection—0
Deep learning architectures for automated image segmentation—0
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking—0
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging—0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences—0
Automatic Removal of Marginal Annotations in Printed Text Document—0
Dense Prediction with Attentive Feature Aggregation—0
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)64.63—Unverified
2RoBERTa + SEPAccuracy (%)49.64—Unverified
3PHD + TS MLAccuracy (%)23.5—Unverified
4TLE + TS BinaryAccuracy (%)12.58—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)67.65—Unverified
2RoBERTa + SEPAccuracy (%)54.61—Unverified
3TLE + TS BinaryAccuracy (%)20.02—Unverified
4PHD + TS MLAccuracy (%)17.29—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B-v0.3)Cohen’s Kappa score0.42—Unverified
2DeBERTa-v3 (Naive)Cohen’s Kappa score0.4—Unverified
3GigaCheck (DN-DAB-DETR)Cohen’s Kappa score0.19—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF78.1—Unverified
2PGT (Swin-S)odsF78.04—Unverified
3PGT (Swin-T)odsF77.05—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)F1@30.65—Unverified
2TriBERT (p=2)F1@30.58—Unverified
#ModelMetricClaimedVerifiedStatus
1CS-TRDAverage Precision0.94—Unverified
2INBDAverage Precision0.75—Unverified
#ModelMetricClaimedVerifiedStatus
1CASTANET+ EnsemblePairwise F10.81—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF73—Unverified