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

Showing 101150 of 359 papers

TitleStatusHype
Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices0
Detecting Sentence Boundaries in Sanskrit Texts0
Deep learning architectures for automated image segmentation0
Detection of surface defects on ceramic tiles based on morphological techniques0
Developing a large semantically annotated corpus0
Developing and Analyzing Boundary Detection Operators Using Probabilistic Models0
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking0
Domain Boundary Detection in Hi-C Maps: A Probabilistic Graphical Model Approach0
A Context-Enhanced De-identification System0
Dynamic Sentence Boundary Detection for Simultaneous Translation0
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues0
BIT's system for the AutoSimTrans 20200
Efficient Color Boundary Detection with Color-Opponent Mechanisms0
Efficient Exact Inference in Planar Ising Models0
Automatic Removal of Marginal Annotations in Printed Text Document0
A Region-based Randers Geodesic Approach for Image Segmentation0
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction0
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection0
English-French Document Alignment Based on Keywords and Statistical Translation0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
Automatic recognition of element classes and boundaries in the birdsong with variable sequences0
Analyzing Impact, Trend, and Diffusion of Knowledge associated with Neoplasms Research0
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps0
Boundary Detection Benchmarking: Beyond F-Measures0
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model0
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts0
Automatic lesion boundary detection in dermoscopy0
How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents0
Automatic construction of complex features in Conditional Random Fields for Named Entities Recognition0
Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization0
A Locally Adapting Technique for Boundary Detection using Image Segmentation0
Coordination Boundary Identification with Similarity and Replaceability0
Automatic Cadastral Boundary Detection of Very High Resolution Images Using Mask R-CNN0
A Mandarin-English Code-Switching Corpus0
A Computational Analysis of the Function of Three Inhibitory Cell Types in Contextual Visual Processing0
Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy0
Controlling Utterance Length in NMT-based Word Segmentation with Attention0
Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development0
Contour Detection and Characterization for Asynchronous Event Sensors0
Continual Learning with Fully Probabilistic Models0
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy0
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection0
ICDAR 2021 Competition on Components Segmentation Task of Document Photos0
CONJR: Conjunctive Sentence Splitter without Parsing0
Composite Learning for Robust and Effective Dense Predictions0
Algorithm Design for Online Meta-Learning with Task Boundary Detection0
Comparative Analysis of Deep Learning Architectures for Breast Region Segmentation with a Novel Breast Boundary Proposal0
Combining Global Models for Parsing Universal Dependencies0
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation0
A Comparative Study of Minimally Supervised Morphological Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)64.63Unverified
2RoBERTa + SEPAccuracy (%)49.64Unverified
3PHD + TS MLAccuracy (%)23.5Unverified
4TLE + TS BinaryAccuracy (%)12.58Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)67.65Unverified
2RoBERTa + SEPAccuracy (%)54.61Unverified
3TLE + TS BinaryAccuracy (%)20.02Unverified
4PHD + TS MLAccuracy (%)17.29Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B-v0.3)Cohen’s Kappa score0.42Unverified
2DeBERTa-v3 (Naive)Cohen’s Kappa score0.4Unverified
3GigaCheck (DN-DAB-DETR)Cohen’s Kappa score0.19Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF78.1Unverified
2PGT (Swin-S)odsF78.04Unverified
3PGT (Swin-T)odsF77.05Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)F1@30.65Unverified
2TriBERT (p=2)F1@30.58Unverified
#ModelMetricClaimedVerifiedStatus
1CS-TRDAverage Precision0.94Unverified
2INBDAverage Precision0.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASTANET+ EnsemblePairwise F10.81Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF73Unverified