Tree-based convolutional neural networks for object classification in segmented satellite images
Y Harold Robinson, S Vimal, Manju Khari, Fernando Carlos López Hernández, Rubén González CrespoAuthor biographies Y Harold Robinson is currently working in School of Information Technology and Engineering, Vellore Institute of Technology, He has received Ph, D degree in Information and Communication Engineering from Anna University, Chennai in the year , He is having more than , years of experience in teaching, He has published more than , papers in various International Journals and presented more than , papers in both national and International Conferences, S Vimal is working in Department of Information Technology, National Engineering College, He has around , years of teaching experience, EMC certified Data science Associate and CCNA certified professional too, He holds a Ph, D in Information and Communication Engineering from Anna University Chennai and he received Masters Degree from Anna University Coimbatore, He is a member of various professional bodies and organized various funded workshops and seminars, He has wide publications in the highly impact journals in the area of Data Analytics, Networking and Security issues, He has hosted two special session for IEEE sponsored conference in Osaka, Japan and Thailand, His areas of interest include Game Modelling, Cognitive radio networks, Network security, Machine Learning and Big data Analytics, He is a senior member in IEEE and ISTE, Manju Khari is working as an Assistant Professor in Ambedkar Institute of Advanced Communication Technology and Research, Under Govt, Of NCT Delhi affiliated with Guru Gobind Singh Indraprastha University, She is also the Professor- In-charge of the IT Services of the Institute and has experience of more than , years in Network Planning , She holds a Ph, in Computer Science , Engineering from National Institute Of Technology Patna and She received her master, s degree in Information Security from Ambedkar Institute of Advanced Communication Technology and Research, formally this institute is known as Ambedkar Institute Of Technology affiliated with Guru Gobind Singh Indraprastha University, Her research interests are software testing, software quality, software metrics, information security, Machine Learning and nature-inspired algorithm, She has , published papers in refereed National, International Journals , and Elsevier, book chapters in a springer, She is also co-author of two books published by NCERT of XI and XII, Fernando Carlos López Hernández is a full-time associate professor at the Universidad Internacional de La Rioja , His current research interests lie in image processing, computer vision, statistical machine learning and data-driven science, He is the education manager of the Doctorate Degree Program in Computer Science, and a of Course of Robotics for Education, In addition, he works as a lecturer in the Computer Science degree , Discrete Mathematics, Algorithms Complexity, Image Processing, Signal Processing, Computer Graphics, he was the director, education manager as well as a lecturer in the Master in Mobile Apps degree , iOS technologies, at UNIR. Before joining UNIR, he worked for the Universidad Autónoma de Madrid , as a post-doctoral researcher in European research projects, He obtained his EU-wide recognized PhD degree in Computer Science and Telecommunications in , at the Video Processing and Understanding Lab , VPU Lab, of the UAM, a period during which he worked in , European research projects related to his thesis, published three journal papers, papers in international conferences and workshops, two editions of one book and a book chapter, In addition, he worked as assistant professor in the Knowledge Engineering and Multimedia laboratories in the UAM, Rubén González Crespo, Doctor Engineer in Computer Engineering and Engineer in Industrial Organization Engineering from the Pontifical University of Salamanca, Master in Project Management and Management and Master in Web Engineering from the same university, Diploma in International Studies from the International Studies Society, He is an advisor and collaborator of the Ministry of Education, both Spanish and Colombian, in the field of quality education, mainly university, Professor in turn of the Francisco José de Caldas District University in Colombia and Senior Country Researcher, where he works as an advisor in the creation of university entities, He has published more than , articles in indexed journals and prestigious national and international conferences, He has given many seminars and conferences in Europe and Latin America on Project Management, Artificial Intelligence, and has received various awards related to his activity
The International Journal of High Performance Computing Applications
Published online on July 28, 2020
Abstract
Satellite images have a very high resolution, which make their automatic processing computationally costly, and they suffer from artifacts making their processing difficult. This paper describes a method for the effective semantic segmentation of ...