The use of deep learning techniques has exploded during the last few years, resulting in a direct contribution to the field of artificial intelligence. This work aims to be a review of the state-of-the-art in scene recognition with deep learning models from visual data. Scene recognition is ...
本文是《Scene Text Detection and Recognition:The Deep Learning Era》的阅读笔记。原文是一篇关于场景文字检测与识别的综述文章,回顾了深度学习以来文字检测识别的重要进展。本人初入此领域,希望借由这篇文章对此领域有一个粗略的认知,重点了解领域的方法论、数据集和发展趋势。 深度学习为研究者们提供了自动特征学习的...
RecognitionDeep learningSurveyWith the rise and development of deep learning, computer vision has been tremendously transformed and reshaped. As an important research area in computer vision, scene text detection and recognition has been inevitably influenced by this wave of revolution, consequentially ...
With the rise and development of deep learning, computer vision has been tremendously transformed and reshaped. As an important research area in computer vision, scene text detection and recognition has been inescapably influenced by this wave of revolution, consequentially entering the era of deep le...
This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework. deep-learning scene-graph scene-recognition action-recognition zero-shot-learning scene-understanding human-object-interaction visual-relationship-detection vrd semantic...
场景识别(scene classification/scene recognition/scene understanding)是计算机视觉一类比较复杂的任务。传统场景识别任务将场景定义为背景(background)和物体(objects)两个组成部分scene,这两个概念是相对的概念,取决于当前所关注的焦点,比如对于一张草原的图像,其背景就可以指天空,前景可以指草原 但是你完全也可以直接认为...
This paper presents a novel system that is fusing efficient and state-of-the-art techniques of stereo vision and machine learning, aiming at object detection and recognition. To this goal, the system initially creates depth maps by employing the Graph-Cut technique. Then, the depth information ...
(2021) further simplified the recognition by aggregating and decoding the 1D sub-character features simultaneously. Wang et al. (2021) proposed VisionLAN. It introduced a character-wise occluded learning to endue the visual model with language capability. While at inference, the visual model was ap...
2023-06-15:AddedtodocTR, a deep learning-based library for OCR 2022-07-14: Initial public release (ranked #1 overall for STR onPapers With Codeat the time of release) 2022-07-04: Accepted at ECCV 2022 Scene Text Recognition with
Liu, W., Chen, C., Wong, K.Y.K., Su, Z., Han, J.: STAR-Net: a spatial attention residue network for scene text recognition. In: BMVC. vol. 2, p. 7 (2016) Google Scholar Long, S., He, X., Yao, C.: Scene text detection and recognition: the deep learning era. Int....