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| 1 | Towards Collaborative Robotics in Top View Surveillance:A Framework for Multiple Object Tracking by Detection Using Deep Learning显示文摘Collaborative Robotics is one of the high-interest research topics in the area of academia and industry.It has been progressively utilized in numerous applications,particularly in intelligent surveillance systems.It allows the deployment of smart cameras or optical sensors with computer vision techniques,which may serve in several object detection and tracking tasks.These tasks have been considered challenging and high-level perceptual problems,frequently dominated by relative information about the environment,where main concerns such as occlusion,illumination,background,object deformation,and object class variations are commonplace.In order to show the importance of top view surveillance,a collaborative robotics framework has been presented.It can assist in the detection and tracking of multiple objects in top view surveillance.The framework consists of a smart robotic camera embedded with the visual processing unit.The existing pre-trained deep learning models named SSD and YOLO has been adopted for object detection and localization.The detection models are further combined with different tracking algorithms,including GOTURN,MEDIANFLOW,TLD,KCF,MIL,and BOOSTING.These algorithms,along with detection models,help to track and predict the trajectories of detected objects.The pre-trained models are employed;therefore,the generalization performance is also investigated through testing the models on various sequences of top view data set.The detection models achieved maximum True Detection Rate 93%to 90%with a maximum 0.6%False Detection Rate.The tracking results of different algorithms are nearly identical,with tracking accuracy ranging from 90%to 94%.Furthermore,a discussion has been carried out on output results along with future guidelines. | Imran Ahmed Sadia Din Gwanggil Jeon Francesco Piccialli Giancarlo Fortino | 2021 | IEEE/CAA Journal of Automatica Sinica2021，8，7： | 3 |
| 2 | New Classes of Globally Convexized Filled Functions for Global Optimization显示文摘 | S. Lucidi V. Piccialli | 2002 | Journal of Global Optimization2002，，2： | 1 |
| 3 | Four new trihydroxylated sterols from the sponge Spongionella gracilis 显示文摘 | Piccialli V Sica D | 1987 | J Nat Prod1987，50，5： | 1 |
| 4 | The new K_V3.4 inhibitor BDS-I[1–8] as a potential pharmacological opportunity in Alzheimer’s disease therapy显示文摘Alzheimer's disease(AD)is the most common neurodegenerative disorder and the first cause of dementia in the elderly,with no treatment able to prevent or to block disease progression.AD is characterized by memory impairment and cognitive dysfunction,followed in the late phases of the disease by severe neurodegeneration and neuronal death.The amyloid-β(Aβ)peptide,generated upon the processing of the amyloid precursor protein,is considered the main initiator of AD pathology.Indeed,Aβpeptides,which aggregate and accumulate to form extracellular plaques and intraneuronal deposits. | Ilaria Piccialli Roselia Ciccone Anna Pannaccione | 2020 | Neural Regeneration Research2020，15，7： | 1 |
| 5 | New steroidal hydroxyketones and closely related diols from the marine sponge Cliona copiosa 显示文摘 | Natro G Piccialli V Sica D | 1992 | J Nat Prod1992，55，： | 1 |
| 6 | New classes of globally convexized filled functions for global optimization显示文摘 | Lucidi S Piccialli V | 2002 | Journal of Global Optimization2002，24，1： | 1 |
| 7 | Two new 9,11-secosterols from the marine sponge Spongia officinalis显示文摘 | MIGLIUOLO A PICCIALLI V SICA D | 1992 | Steroids1992，57，： | 1 |
| 8 | Generalized Nash equilibrium problems and Newton methods显示文摘 | Facchinei F Fischer A Piccialli V | 2009 | Math- ematical Programming2009，117，12： | 1 |
| 9 | New global optimization methods for ship design problems显示文摘 | Campana E F Liuzzi D Lucidi S Peri D Piccialli V | 2009 | Optimization Engineering2009，，2： | 1 |
| 10 | New classes of globally convexized filled functions for global optimization 显示文摘 | Lucidi S Piccialli V | 2002 | Journal of Global Optimization2002，24，： | 1 |
| 11 | Generalized Nash equilibrium problems and Newton methods显示文摘 | F acchinei F Fischer A Piccialli V | 2009 | Mathematical Programming2009，117，1： | 1 |
| 12 | Four new trihydroxylated sterols from the sponge Spongionella gracilis显示文摘 | Piccialli V Sica D | 1987 | J Nat Prod1987，50，5： | 1 |
| 13 | New Classes of Globally Convexized Filled Functions for Global Optimization显示文摘 | S. Lucidi V. Piccialli | 2002 | Journal of Global Optimization2002，，2： | 1 |
| 14 | General- ized Nash equilibrium problems and Newton methods 显示文摘 | FACCHINEI F FISHER A PICCIALLI V | 2009 | Mathematical Programming2009，117，12： | 1 |
| 15 | New steroidal hydroxyketones and closely related diols from the marine sponge Cliona copiosa 显示文摘 | Natro G Piccialli V Sica D | 1992 | J Nat Prod1992，55，： | 1 |
| 16 | New steroidal hydroxyketones and closely related diols from the marine sponge Cliona copiosa显示文摘 | Natro G Piccialli V Sica D | 1992 | J Nat Prod1992，55，11： | 1 |
| 17 | New Classes of Globally Convexized Filled Functions for Global Optimization显示文摘 | Lucid S Piccialli V | 2002 | Journal of Global Optimization2002，24，： | 1 |
| 18 | Energy Theft Detection in Smart Grids:Taxonomy,Comparative Analysis,Challenges,and Future Research Directions显示文摘Electricity theft is one of the major issues in developing countries which is affecting their economy badly.Especially with the introduction of emerging technologies,this issue became more complicated.Though many new energy theft detection(ETD)techniques have been proposed by utilising different data mining(DM)techniques,state&network(S&N)based techniques,and game theory(GT)techniques.Here,a detailed survey is presented where many state-of-the-art ETD techniques are studied and analysed for their strengths and limitations.Three levels of taxonomy are presented to classify state-of-the-art ETD techniques.Different types and ways of energy theft and their consequences are studied and summarised and different parameters to benchmark the performance of proposed techniques are extracted from literature.The challenges of different ETD techniques and their mitigation are suggested for future work.It is observed that the literature on ETD lacks knowledge management techniques that can be more effective,not only for ETD but also for theft tracking.This can help in the prevention of energy theft,in the future,as well as for ETD. | Mohsin Ahmed Abid Khan Mansoor Ahmed Mouzna Tahir Gwanggil Jeon Giancarlo Fortino Francesco Piccialli | 2022 | IEEE/CAA Journal of Automatica Sinica2022，9，4： | 1 |
| 19 | Four new trihydroxylated sterols from thesponge Spongionella gracilis 显示文摘 | Piccialli V Sica D | 1987 | J Nat Prod1987，50，91： | 1 |
| 20 | New polyhydroxysterols from the officinals,ircinia variabilis,and spongionella gracilis显示文摘 | MADIO A PICCIALLI V SICA D | 2000 | J Nat Prod2000，52，9： | 1 |
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