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 101–150 of 359 papers

TitleStatusHype
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity RecognitionCode0
Photo-Sketching: Inferring Contour Drawings from ImagesCode0
Agricultural Field Boundary Detection through Integration of "Simple Non-Iterative Clustering (SNIC) Super Pixels" and "Canny Edge Detection Method"Code0
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionCode0
Recurrent Pixel Embedding for Instance GroupingCode0
Neuro-inspired edge feature fusion using Choquet integralsCode0
A novel automatic shot boundary detection algorithm: robust to illumination and motion effectCode0
Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMsCode0
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationCode0
DMNER: Biomedical Entity Recognition by Detection and MatchingCode0
Motion Aware Self-Supervision for Generic Event Boundary DetectionCode0
Generic Event Boundary Detection in Video with Pyramid FeaturesCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection DatasetCode0
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary DetectionCode0
Generic Event Boundary Detection Challenge at CVPR 2021 Technical Report: Cascaded Temporal Attention Network (CASTANET)Code0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Flood-Filling NetworksCode0
Learning structure-aware semantic segmentation with image-level supervisionCode0
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event DetectionCode0
Joint RNN Model for Argument Component Boundary DetectionCode0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
Holistically-Nested Edge DetectionCode0
APPD: Adaptive and Precise Pupil Boundary Detection using Entropy of Contour GradientsCode0
Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer NetworksCode0
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts—0
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model—0
Boundary Detection with BERT for Span-level Emotion Cause Analysis—0
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection—0
Boundary Detection Benchmarking: Beyond F-Measures—0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
English-French Document Alignment Based on Keywords and Statistical Translation—0
Boundary Detection Algorithm Inspired by Locally Linear Embedding—0
An unsupervised segmentation of vocal breath sounds—0
aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model—0
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection—0
Elephant: Sequence Labeling for Word and Sentence Segmentation—0
A Region-based Randers Geodesic Approach for Image Segmentation—0
Efficient Polyp Segmentation Via Integrity Learning—0
Efficient Exact Inference in Planar Ising Models—0
Efficient Color Boundary Detection with Color-Opponent Mechanisms—0
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues—0
BIT's system for the AutoSimTrans 2020—0
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
Dynamic Sentence Boundary Detection for Simultaneous Translation—0
Domain Boundary Detection in Hi-C Maps: A Probabilistic Graphical Model Approach—0
Discerning Generic Event Boundaries in Long-Form Wild Videos—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—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