The importance of symmetry and virtual views in three-dimensional object recognition

T Vetter, T Poggio, HH Bülthoff - Current Biology, 1994 - cell.com
object symmetry. We show that if an object is bilaterally symmetrical, then additional ‘virtual
views’ can automatically be generated from one sample view by symmetry transformations. …

Virtual training for multi-view object class recognition

HP Chiu, LP Kaelbling… - … and Pattern Recognition, 2007 - ieeexplore.ieee.org
… in single-view object recognition for objects modeled as a collection of parts and spatial
relationships [8, 9, 12, 2, 3] and enables them to be applied to multi-view recognition without …

Review of multi-view 3D object recognition methods based on deep learning

S Qi, X Ning, G Yang, L Zhang, P Long, W Cai, W Li - Displays, 2021 - Elsevier
… was not a priori known, they placed 20 virtual cameras at the 20 vertices of the icosahedron
(we think that Su et al. wrote it wrongly in their paper, it should be dodecahedron as only a …

An automated training of deep learning networks by 3D virtual models for object recognition

K Židek, P Lazorík, J Piteľ, A Hošovský - Symmetry, 2019 - mdpi.com
… If a training set contains object samples from every point of view, the recognition process
can be very reliable during detection. Due to these properties, CNNs are suitable for industrial …

3D object recognition for Virtual Reality based Digital Twins

I Ashkir, B Roullier, F McQuade, A Anjum - 2021 IEEE/ACM 8th …, 2021 - dl.acm.org
… inside the object and the same regions in alternate views. The integrating block in turn models
how the views are linked and combines the information from the view to create a 3d object

Learning relationships for multi-view 3D object recognition

Z Yang, L Wang - … of the IEEE/CVF international conference …, 2019 - openaccess.thecvf.com
… 3D object has attracted plenty of attention recently, and view-… view-based methods ignore
the region-to-region and view-to-… methods for both 3D object recognition and retrieval tasks. …

What and where: 3D object recognition with accurate pose

I Gordon, DG Lowe - Toward category-level object recognition, 2006 - Springer
… for recognition as they integrate features from multiple views and are therefore more complete
and robust than any single view … the pose of the virtual object in the reference images. …

Manipulating and recognizing virtual objects: where the action is.

KH James, GK Humphrey… - Canadian Journal of …, 2001 - psycnet.apa.org
… study views on response latency in Experiment 2. Studying only plan views resulted in faster
object recognition for each test view in a … test task than did studying only three-quarter views

Generating dataset for object recognition from virtual world

Y Sun, W Chen, J Li, Y Li, H Xu - 2019 Chinese Control …, 2019 - ieeexplore.ieee.org
… Abstract: Recent success in object recognition has been … to build datasets for object
recognition, which requires little … datasets can solve the object recognition problem to a certain …

Viewpoint dependence in scene recognition

VA Diwadkar, TP McNamara - Psychological science, 1997 - journals.sagepub.com
… Is human object recognition better described by geon structural description orby multiple
views? Comment on Biederman and Gerhardstein (1993). Journal of Experimental Psychology: …