This book delves into the cutting-edge field of person re-identification (ReID), a critical area within deep learning and computer vision. Addressing key challenges in current ReID models, it presents novel research combining automated machine learning (AutoML) techniques across three core aspects: data augmentation, network architecture, and loss functions.Readers will discover five innovative methods designed to overcome specific limitations in existing ReID systems. These includ...

This book explores admissible consensus analysis and design problems concerning singular multi-agent systems, addressing various impact factors including time delays, external disturbances, switching topologies, protocol states, topology structures, and performance constraint. It also discusses the state-space decomposition method, a key technique that can decompose the motions of singular multi-agent systems into two parts: the relative motion and the whole motion. The relative motion is ...

Corruption and Anti-Corruption in Modern China collects essays from the scholars in their fields and examines the ongoing corruption in China by addressing this important topic from a historical perspective through a cooperative interdisciplinary research effort among Chinese-American scholars interested in the subject. Their scholarship makes a significant contribution through multi-faceted components from different fields such as history, economics, political science, criminal justice, a...

The energy demands of contemporary society mandate the urgent development and commercialisation of a ‘post-Li-ion battery’. Metal anodes are an important piece of this puzzle. This research and reference text discusses the role of metal electrodes in batteries in detail. Introducing the fundamental theoretical properties of metal anodes, the book surveys the history and prospects of the field, covering a wide range of metals, including Li, Na, K, Mg, Al, Zn, Ge, Sn, Sb and Bi. The first bo...

This book introduces the application of computer vision (CV) and AI technologies to indoor personnel information monitoring, outdoor thermal environment monitoring, construction safety monitoring, and HVAC equipment monitoring.Computer Vision and AI for Indoor/Outdoor Thermal Environment*, Construction Safety, and HVAC Equipment Monitoring* explores non-contact measurement techniques relevant to the field of indoor human information and their applications in on-demand regu...

This book summarizes years of research in the field of fuzzy relational programming, with a special emphasis on geometric models. It discusses the state-of-the-art in fuzzy relational geometric problems, together with key open issues that must be resolved to achieve a more efficient application of this method. Though chiefly based on research conducted by the authors, who were the first to introduce fuzzy geometric problems, it also covers important findings obtained in the field of linear...

This book includes the original, peer-reviewed research papers from the 9th Frontier Academic Forum of Electrical Engineering (FAFEE 2020), held in Xi’an, China, in August 2020. It gathers the latest research, innovations, and applications in the fields of Electrical Engineering. The topics it covers including electrical materials and equipment, electrical energy storage and device, power electronics and drives, new energy electric power system equipment, IntelliSense and intelligent equip...

This two-volume set of LNAI 12274 and LNAI 12275 constitutes the refereed proceedings of the 13th International Conference on Knowledge Science, Engineering and Management, KSEM 2020, held in Hangzhou, China, in August 2020.*The 58 revised full papers and 27 short papers were carefully reviewed and selected from 291 submissions. The papers of the first volume are organized in the following topical sections: knowledge graph; knowledge representation; knowledge management for educati...

This two-volume set of LNAI 12274 and LNAI 12275 constitutes the refereed proceedings of the 13th International Conference on Knowledge Science, Engineering and Management, KSEM 2020, held in Hangzhou, China, in August 2020.*The 58 revised full papers and 27 short papers were carefully reviewed and selected from 291 submissions. The papers of the first volume are organized in the following topical sections: knowledge graph; knowledge representation; knowledge management for educati...