A brief review of state-of-the-art object detectors on benchmark document images datasets

TT Nguyen, H Le, T Nguyen, ND Vo… - International Journal on …, 2023 - Springer
Document image analysis (DIA) has become a challenging brand in computer vision, which
is the foundation of document understanding applications. Page object detection is one of …

A benchmark of parsing vietnamese publications

K Nguyen, TT Nguyen, TQ Nguyen, A Nguyen… - IEEE …, 2022 - ieeexplore.ieee.org
In recent decades, digital transformation has received growing attention worldwide, that has
leveraged the explosion of digitized document data. In this paper, we address the problem of …

EBiDA-FPN: enhanced bi-directional attention feature pyramid network for object detection

X Yang, Y He, J Wu, W Wang, W Sun… - Journal of Electronic …, 2024 - spiedigitallibrary.org
As a fundamental task in computer vision, object detection has long been a challenging
visual task. However, current object detection models lack attention to salient features when …

Empirical Study of Real-time One-Stage Object Detection Methods on Recyclable Waste Dataset

ND Vo, BN Tran, HNN Van, KBT Duong… - … on Computing and …, 2022 - ieeexplore.ieee.org
One-stage object detection methods have proven their advantage in terms of both speed
and accuracy for addressing vision tasks in real-time scenarios, including Recyclable Waste …

Page Object Detection in Vietnamese Document Images with Novel Approach

LT Le, TT Nguyen, K Nguyen - 2022 9th NAFOSTED …, 2022 - ieeexplore.ieee.org
We witnessed the rising popularity of Vietnamese documents on online platforms. Digitized
Vietnamese documents (eg, administrative text, scientific papers, textbooks, etc.) are …

GaDocNet: Rethinking the Anchoring Scheme and Loss Function in Vietnamese Document Images

TT Nguyen, D Truong, ND Vo… - … on Multimedia Analysis …, 2022 - ieeexplore.ieee.org
In recent years, page object detection has received much attention from document image
understanding. However, its application has many limitations in Vietnamese document …

Thực nghiệm đánh giá YOLOX cho bài toán phát hiện đối tượng tài liệu

HVT Kiệt, NV Toàn, NT Thuận… - Tạp chí Khoa học …, 2022 - ctujsvn.ctu.edu.vn
In the few recent decades, the rapidly increasing digitalization of image documents, accurate
information extraction has been an important research area of the document analysis …

[PDF][PDF] Thực nghiệm đánh giá YOLOX cho bài toán phát hiện đối tượng tài liệu

VTK Huỳnh - lib.yhn.edu.vn
THỰC NGHIỆM ĐÁNH GIÁ YOLOX CHO BÀI TOÁN PHÁT HIỆN ĐỐI TƯỢNG TÀI LIỆU Huỳnh
Viết Tuấn Kiệt*, Nguy T Page 1 Tạp chíKhoa học Trường Đại học Cần Thơ Tập 58, Số 3A …

[PDF][PDF] Thực nghiệm đánh giá YOLOX cho bài toán phát hiện đối tượng tài liệu= Empirical evaluation of YOLOX for document object detection

DN Võ, VT Nguyễn, TTMK Nguyễn, TT Nguyễn… - 2022 - thuvienlamdong.org.vn
THỰC NGHIỆM ĐÁNH GIÁ YOLOX CHO BÀI TOÁN PHÁT HIỆN ĐỐI TƯỢNG TÀI LIỆU Huỳnh
Viết Tuấn Kiệt*, Nguy T Page 1 Tạp chíKhoa học Trường Đại học Cần Thơ Tập 58, Số 3A …