Embedded YOLO

PROCEEDINGS ARTICLE published 24 August 2021 in Proceedings of the 2021 International Conference on Multimedia Retrieval

Research funded by Ministry of Science and Technology (108-2221-E-024-011-MY3)

Authors: Wen-Kai Wu | Chien-Yu Chen | Jiann-Shu Lee

Faster CNN-based vehicle detection and counting strategy for fixed camera scenes

JOURNAL ARTICLE published July 2022 in Multimedia Tools and Applications

Authors: Ahmed Gomaa | Tsubasa Minematsu | Moataz M. Abdelwahab | Mohammed Abo-Zahhad | Rin-ichiro Taniguchi

Real-Time Object Geopositioning from Monocular Target Detection/Tracking for Aerial Cinematography

PROCEEDINGS ARTICLE published 27 September 2023 in 2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)

Research funded by European Union (951911,871479)

Authors: Daniel Aláez | Vasileios Mygdalis | Jesús Villadangos | Ioannis Pitas

Relation-aware Siamese region proposal network for visual object tracking

JOURNAL ARTICLE published April 2021 in Multimedia Tools and Applications

Research funded by National Natural Science Foundation of China (61971421)

Authors: Jiaming Zhu | Guopeng Zhang | Shibin Zhou | Kun Li

Robust Deep Learning Empowered Real Time Object Detection for Unmanned Aerial Vehicles based Surveillance Applications

JOURNAL ARTICLE published 15 November 2022 in Journal of Mobile Multimedia

Authors: C. Prasanna Ranjith | Bhalchandra M. Hardas | M. Syed Khaja Mohideen | N. Nijil Raj | Nismon Rio Robert | Prakash Mohan

A lightweight CNN-based algorithm and implementation on embedded system for real-time face recognition

JOURNAL ARTICLE published February 2023 in Multimedia Systems

Research funded by Natural Science Research of Jiangsu Higher Education Institutions of China (21KJB510021)

Authors: Zhongyue Chen | Jiangqi Chen | Guangliu Ding | He Huang

LOCO: Local Context Based Faster R-CNN for Small Traffic Sign Detection

BOOK CHAPTER published 2018 in MultiMedia Modeling

Authors: Peng Cheng | Wu Liu | Yifan Zhang | Huadong Ma

Real-time CNN-based Segmentation Architecture for Ball Detection in a Single View Setup

PROCEEDINGS ARTICLE published 15 October 2019 in Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports

Authors: Gabriel Van Zandycke | Christophe De Vleeschouwer

Fully Automatic Real-Time 3D Object Tracking using Active Contour and Appearance Models

JOURNAL ARTICLE published 1 November 2006 in Journal of Multimedia

Authors: Giorgio Panin | Alois Knoll

Object Segmentation Using Background Modelling and Cascaded Change Detection

JOURNAL ARTICLE published 1 September 2007 in Journal of Multimedia

Authors: Luís F. Teixeira | Jaime S. Cardoso | Luís Corte-Real

DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection

JOURNAL ARTICLE published September 2022 in Multimedia Tools and Applications

Research funded by This work was supported by Institute for Information & Communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (No.2019-0-01615)

Authors: Md Alamgir Hossain | Md Imtiaz Hossain | Md Delowar Hossain | Eui-Nam Huh

Grid-based multi-object tracking with Siamese CNN based appearance edge and access region mechanism

JOURNAL ARTICLE published December 2020 in Multimedia Tools and Applications

Authors: Longtao Chen | Jing Lou | Fenglei Xu | Mingwu Ren

A survey: object detection methods from CNN to transformer

JOURNAL ARTICLE published June 2023 in Multimedia Tools and Applications

Research funded by National Key Research and Development Program of China (2021YFB2802100) | National Natural Science Foundation of China (61862061,62061045)

Authors: Ershat Arkin | Nurbiya Yadikar | Xuebin Xu | Alimjan Aysa | Kurban Ubul

Real time violence detection in surveillance videos using Convolutional Neural Networks

JOURNAL ARTICLE published November 2022 in Multimedia Tools and Applications

Research funded by Key Research and Development Program of Zhejiang Province (2020C01076) | National Natural Science Foundation of China (62172366)

Authors: Tariq Hussain | Arshad Iqbal | Bailin Yang | Altaf Hussain

Real Time Oral Cavity Detection Leading to Oral Cancer using CNN

PROCEEDINGS ARTICLE published 1 September 2023 in 2023 International Conference on Network, Multimedia and Information Technology (NMITCON)

Authors: Pradeep Singh S M | Musaddiq Shariff | Subramanyam D P | Varun M H | Shruthi K | A S Poornima

Real-time cooperation intrusion detection system for MANets

PROCEEDINGS ARTICLE published 2006 in IET International Conference on Wireless Mobile and Multimedia Networks Proceedings (ICWMMN 2006)

Bal-R$^2$CNN: High Quality Recurrent Object Detection With Balance Optimization

JOURNAL ARTICLE published 2022 in IEEE Transactions on Multimedia

Research funded by National Natural Science Foundation of China (61831005,61971095,61871078,61871087)

Authors: Xiaoyu Chen | Hongliang Li | Qingbo Wu | Fanman Meng | Heqian Qiu

A real-time two-input stream multi-column multi-stage convolution neural network (TIS-MCMS-CNN) for efficient crowd congestion-level analysis

JOURNAL ARTICLE published October 2020 in Multimedia Systems

Authors: Santosh Kumar Tripathy | Rajeev Srivastava

Motion-based skin region of interest detection with a real-time connected component labeling algorithm

JOURNAL ARTICLE published May 2017 in Multimedia Tools and Applications

Research funded by Ministry of Science, ICT and Future Planning (KR) (IITP-2015-H8501-15-1014) | Beijing Municipal Education Commission (CN) (KM2015_10009006, PXM2015_014212_000024) | National Natural Science Foundation of China (61503005)

Authors: Wei Song | Dong Wu | Yulong Xi | Yong Woon Park | Kyungeun Cho

A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network

JOURNAL ARTICLE published April 2023 in Multimedia Tools and Applications

Authors: D. T. T. Vijaya Kumar | R. Mahammad Shafi