Lemon‐YOLO: An efficient object detection method for lemons in the natural environment

G Li, X Huang, J Ai, Z Yi, W Xie - IET Image Processing, 2021 - Wiley Online Library
Efficient Intelligent detection is a key technology in automatic harvesting robots. However,
citrus detection is still a challenging task because of varying illumination, random occlusion …

Object detection binary classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

F Pérez-Hernández, S Tabik, A Lamas, R Olmos… - … -Based Systems, 2020 - Elsevier
… overall performance in the detection of small objects handled similarly. As case study, we
address the problem of identifying small objects handled similarly to a weapon in surveillance …

Efficient multi-object tracking by strong associations on temporal window

G Gündüz, T Acarman - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
… , motion control and so on, computationally efficient and accurate solutions have to be …
efficient MOT method in dense and dynamic driving scenes is required. We present an efficient

A fast and accurate system for face detection, identification, and verification

R Ranjan, A Bansal, J Zheng, H Xu… - … and Identity Science, 2019 - ieeexplore.ieee.org
system. We require our face detector to be fast as well as accurate in order to build an efficient
… Crystal Loss function for training a face verification/identification system in Section III-C. …

Energy efficient tag identification algorithms for RFID: survey, motivation and new design

J Su, Z Sheng, VCM Leung… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… The next section reviews and analyzes the mainstream anti-collision strategies for RFID
systems. Then we discuss the existing energy-efficient RFID algorithms. A newly energy-efficient …

Object detection with deep learning: A review

ZQ Zhao, P Zheng, S Xu, X Wu - … networks and learning systems, 2019 - ieeexplore.ieee.org
… likelihood of a given patch centered on an object. Inference is efficient since class scores
and segmentation can be obtained in a single model with most of the CNN operations shared. …

Time-efficient target tags information collection in large-scale RFID systems

X Liu, J Yin, S Zhang, B Xiao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… target tag information collection for multi-reader RFID systems. In this paper, we propose an
efficient Target Tags Information Collection protocol for multi-reader systems called TIC. TIC …

A deep active learning system for species identification and counting in camera trap images

MS Norouzzadeh, D Morris, S Beery… - Methods in ecology …, 2021 - Wiley Online Library
… via a novel active learning system to minimize the manual work required to train a computer
vision model. Furthermore, we utilize object detection models and transfer learning to …

Multi-object detection and tracking (MODT) machine learning model for real-time video surveillance systems

M Elhoseny - Circuits, Systems, and Signal Processing, 2020 - Springer
… To perform efficient tracking in video segments, one segmentation technique proposed in
the literature uses the least squares tracking scheme [1]. The general prerequisites for a …

PP-YOLO: An effective and efficient implementation of object detector

X Long, K Deng, G Wang, Y Zhang, Q Dang… - arXiv preprint arXiv …, 2020 - arxiv.org
… of object detector must be considered. The goal of this paper is to implement an object
detector … Considering that YOLOv3 has been widely used in practice, we develop a new object