Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition

Deep learning based methods have achieved unprecedented success in solving several computer vision problems involving RGB images. However, this level of success is yet to be seen on RGB-D images owing to two major challenges in this domain: training data deficiency and multi-modality input dissimila...

Full description

Bibliographic Details
Main Authors: Mohd Zaki, Hasan Firdaus, Shafait, Faisal, Mian, Ajmal
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2016
Subjects:
Online Access:http://irep.iium.edu.my/60177/
http://irep.iium.edu.my/60177/
http://irep.iium.edu.my/60177/
http://irep.iium.edu.my/60177/3/60177%20Convolutional%20Hypercube%20Pyramid.pdf
http://irep.iium.edu.my/60177/2/60177%20Convolutional%20Hypercube%20Pyramid.scopus.pdf