3D object detection with deep learning

This work has been supported by the Spanish Government TIN2016-76515-R Grant, supported with Feder funds, and by grant of Vicerrectorado de Investigacion y Transferencia de Conocimiento para el fomento de la I+D+i en la Universidad de Alicante 2016.

[1]  Christian Wolf,et al.  Multi-scale Deep Learning for Gesture Detection and Localization , 2014, ECCV Workshops.

[2]  Dieter Fox,et al.  Unsupervised Feature Learning for RGB-D Based Object Recognition , 2012, ISER.

[3]  Derek Hoiem,et al.  Indoor Segmentation and Support Inference from RGBD Images , 2012, ECCV.

[4]  Barbara Caputo,et al.  Multi-modal Semantic Place Classification , 2010, Int. J. Robotics Res..

[5]  Bolei Zhou,et al.  Learning Deep Features for Scene Recognition using Places Database , 2014, NIPS.

[6]  Subhransu Maji,et al.  Automatic Image Annotation using Deep Learning Representations , 2015, ICMR.

[7]  Yoshua. Bengio,et al.  Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..

[8]  Bastian Leibe,et al.  Dense 3D semantic mapping of indoor scenes from RGB-D images , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[9]  Miguel Cazorla,et al.  An improvement of a SLAM RGB-D method with movement prediction derived from a study of visual features , 2014, Adv. Robotics.

[10]  Miguel Cazorla,et al.  Semantic localization in the PCL library , 2016, Robotics Auton. Syst..

[11]  Ben J. A. Kröse,et al.  Navigation using an appearance based topological map , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[12]  François Michaud,et al.  Online global loop closure detection for large-scale multi-session graph-based SLAM , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[13]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[14]  Trevor Darrell,et al.  Caffe: Convolutional Architecture for Fast Feature Embedding , 2014, ACM Multimedia.

[15]  Sebastian Thrun,et al.  Robotic mapping: a survey , 2003 .

[16]  Miguel Cazorla,et al.  Scene classification based on semantic labeling , 2016, Adv. Robotics.

[17]  Marina L. Gavrilova,et al.  Roadmap-Based Path Planning - Using the Voronoi Diagram for a Clearance-Based Shortest Path , 2008, IEEE Robotics & Automation Magazine.

[18]  Honglak Lee,et al.  Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations , 2009, ICML '09.

[19]  Andrew Zisserman,et al.  Video Google: a text retrieval approach to object matching in videos , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[20]  Gustavo Carneiro,et al.  Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models , 2015, MICCAI.

[21]  Paul J. Besl,et al.  A Method for Registration of 3-D Shapes , 1992, IEEE Trans. Pattern Anal. Mach. Intell..