Search Results - Deep Learning in Computer Vision and Image Recognition

Memory‐augmented neural networks based dynamic complex image segmentation in digital twins for self‐driving vehicle by Zhihan Lv, Ling Qiao, Shuo Yang, Jinhua Li, Haibin Lv, Francesco Piccialli

Get full text

Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images by Koki Hirooka, Md. Al Mehedi Hasan, Jungpil Shin, Azmain Yakin Srizon

Get full text

A Theoretical Framework Towards Building a Lightweight Model for Pothole Detection using Knowledge Distillation Approach by Ramli Musa, Mohamed Hamada, Mohammed Hassan

Get full text

DECIMER.ai: an open platform for automated optical chemical structure identification, segmentation and recognition in scientific publications by Rajan, Kohulan, Brinkhaus, Henning Otto, Agea, M. Isabel, Zielesny, Achim, Steinbeck, Christoph

“… As an open-source platform that leverages recent advancements in deep learning, computer vision, and natural language processing, DECIMER.ai…”
Get full text

Automatic Region-Based Brain Classification of MRI-T1 Data by Sepideh Yazdani, Rubiyah Yusof, Alireza Karimian, Yasue Mitsukira, Amirshahram Hematian

Get full text

Particle Recognition on Transmission Electron Microscopy Images Using Computer Vision and Deep Learning for Catalytic Applications by Nartova, Anna V., Mashukov, Mikhail Yu, Astakhov, Ruslan R., Kudinov, Vitalii Yu, Matveev, Andrey V., Okunev, Alexey G.

“… In this paper, we present the results of the application of deep learning to the automated recognition of nanoparticles deposited on porous supports…”
Get full text

Nanoparticle Recognition on Scanning Probe Microscopy Images Using Computer Vision and Deep Learning by Okunev, Alexey G., Mashukov, Mikhail Yu, Nartova, Anna V., Matveev, Andrey V.

“… In this paper, we present results from the application of deep learning to automated recognition of metal nanoparticles deposited on highly oriented pyrolytic graphite on images obtained by scanning…”
Get full text

Foreground Object Detection by Motion-based Grouping of Object Parts by Zhipeng Wang, Jinshi Cui, Hongbin Zha, Masataka Kagesawa, Shintaro Ono, Katsushi Ikeuchi

Get full text

Deep learning-based image recognition for autonomous driving by Fujiyoshi, Hironobu, Hirakawa, Tsubasa, Yamashita, Takayoshi

“… (called handcrafted features) and machine learning method. After entering the 2010, However, many image recognition methods that use deep learning have been proposed…”
Get full text

AI-Based Computer Vision Techniques and Expert Systems by Matsuzaka, Yasunari, Yashiro, Ryu

“… Deep learning is a method of realising computer vision using image recognition and object detection technologies…”
Get full text

A survey on deep learning based face recognition by Guo, Guodong, Zhang, Na

“… This paper summarizes about 330 contributions in this area. It reviews major deep learning concepts pertinent to face image analysis and face recognition, and provides…”
Get full text

EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation by Chen, Hansheng, Wang, Pichao, Wang, Fan, Tian, Wei, Xiong, Lu, Li, Hao

“…Locating 3D objects from a single RGB image via Perspective-n-Points (PnP) is a long-standing problem in computer vision…”
Get full text

Research on Optimization Algorithm of Computer Vision Based on Deep Learning in Image Recognition by Dekun, Xian

“…This project aims to improve the adaptive capability of the image recognition system…”
Get full text

A systematic review and Meta-data analysis on the applications of Deep Learning in Electrocardiogram by Musa, Nehemiah, Gital, Abdulsalam Ya’u, Aljojo, Nahla, Chiroma, Haruna, Adewole, Kayode S., Mojeed, Hammed A., Faruk, Nasir, Abdulkarim, Abubakar, Emmanuel, Ifada, Folawiyo, Yusuf Y., Ogunmodede, James A., Oloyede, Abdukareem A., Olawoyin, Lukman A., Sikiru, Ismaeel A., Katb, Ibrahim

“…The success of deep learning over the traditional machine learning techniques in handling artificial intelligence application tasks such as image processing, computer vision, object detection, speech…”
Get full text

A Study of Deep Learning Based Computer Vision Algorithms in Image Recognition by Sun, Jiarui, Zhao, Yong, Wang, Xinan

“…With the rapid development of computer vision technology, image recognition, as one of its core tasks, plays an important role in several industries…”
Get full text

RGB-D-based human motion recognition with deep learning: A survey by Wang, Pichao, Li, Wanqing, Ogunbona, Philip, Wan, Jun, Escalera, Sergio

“… In recent years, motion recognition based on RGB-D data has attracted much attention. Along with the development in artificial intelligence, deep learning techniques have gained remarkable success in computer vision…”
Get full text

Deep Learning (CNN) and Transfer Learning: A Review by Gupta, Jaya, Pathak, Sunil, Kumar, Gireesh

“… A number of experiments showed that deep learning systems fared better than traditional ones when it came to image processing, computer vision, and pattern recognition…”
Get full text

Radar Jamming Image Recognition based on Deep Learning and Computer Vision by Cheng, Yuxin

“… In view of this problem, this paper is based on deep learning and computer vision testing to determine whether the distorted radar image can be correctly recognized under the interference of rain and fog…”
Get full text

Research on the Application of Computer Vision Algorithms Based on Deep Learning in Image Recognition by Wang, Zhihua

“…A new method of image recognition based on Mobile Net and Self-Attention is presented…”
Get full text

Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review by Lumamba, Kapongo D., Wells, Gordon, Naicker, Delon, Naidoo, Threnesan, Steyn, Adrie J. C., Gwetu, Mandlenkosi

“… We categorised the computer vision platform into four technologies: image processing, object/pattern recognition, computer graphics, and deep learning…”
Get full text