16391Data augmentation analysis of vehicle detection in aerial images
Drones are increasingly used in various application domains including surveillance, agriculture, delivery, search and rescue missions. Object detection in aerial images (captured by drones) gradually gains more interest in computer vision community. However, research activities are still very few in this area due to numerous challenges such as top-view angle, small-scale object, diverse directions, and data imbalance. In this paper, we investigate different data augmentation techniques. Furthermore, we propose combining data augmentation methods to further enhance the performance of the state-of-the-art object detection methods. Extensive experiments on two datasets, namely, AERIAU, and XDUAV, demonstrate that the combination of random cropped and vertical flipped data boosts the performance of object detectors on aerial images.
16392Data communications : a user's guide
This text has the right mix of depth and clarity necessary to explain the basics of data communication and to incorporate them with the concepts of new services such as local area networks, packet switching, network architectures, and satellites.
16395Data communications and networking : 2nd ed.
This book is designed for students with little or no background in telecommunication or data communication. The first nine chapters emphasize the physical layer, particularly needed for students with no background in networking and telecommunications. Chapter 10 through 12 describe all issue related to local area networks. Chapter 13 discusses metropolitan area networks.
16396Data communications and networking : 2nd ed.
Data Communications And Networking provides a thorough introduction to the concepts that underlie networking technology. This book is accessible to students without technical backgrounds, and also provides material comprehensive enough to challenge the more experienced student. The seven-layer OSI model is used as a framework to provide the background necessary for explaining networking theory and showing interlying dependencies. This book includes new exercises and some more challenging ones. In addition, he has increased coverage of some new topics in networking such as some of the new encoding systems, fast Ethernet, 100VganyLan, ADSL and DSL.
16397Data communications and networking : 5th ed.
Part 1: Overview. Part 2: Physical layer. Part 3: Data-link layer. Part 4: Network layer. Part 5: Transport layer. Part 6: Application layer. Part 7: Topics related to all layers.
16398Data communications and networking : 5th ed. (Indian edition)
Part 1: Overview. Part 2: Physical layer. Part 3: Data link layer. Part 4: Network layer. Part 5: Transport layer. Part 6: Application layer. Part 7: Topics related to all layers.
16399Data communications today
Part 1: Introduction, overview and a history of data communications; Part 2: Software required for data communications; Part 3: Data transmission concept and communications services; Part 4: Hardware, media and interfaces; Part 5: Standards, network architectures, topologies, and protocols; Part 6: Lans, inter and intranets, troubleshooting, network management and futhure trends.
16400Data communications, computer networks and open systems : 3rd ed.
The new edition of this very successful book has been extensively updated to keep abreast with the rapid developments that have taken place in the fields of Data Communications, Computer Networks and Computer Communications. These include dynamic data compression, digital leased circuits, high-speed networks (FDDI and DQDB), bridges and routers, and the increasingly important subject of internetworking. The TCP/IP protocol suite has now been added to the OSI protocol suite to give a more complete coverage of open systems interconnection.