Deep learning on point clouds and its application: A survey

W Liu, J Sun, W Li, T Hu, P Wang - Sensors, 2019 - mdpi.com
Point cloud is a widely used 3D data form, which can be produced by depth sensors, such
as Light Detection and Ranging (LIDAR) and RGB-D cameras. Being unordered and …

[PDF][PDF] Multi-view convolutional neural networks for 3d shape recognition

H Su, S Maji, E Kalogerakis… - Proceedings of the IEEE …, 2015 - cv-foundation.org
A longstanding question in computer vision concerns the representation of 3D shapes for
recognition: should 3D shapes be represented with descriptors operating on their native 3D …

Symmetry in 3d geometry: Extraction and applications

NJ Mitra, M Pauly, M Wand… - Computer graphics …, 2013 - Wiley Online Library
The concept of symmetry has received significant attention in computer graphics and
computer vision research in recent years. Numerous methods have been proposed to find …

The sketchy database: learning to retrieve badly drawn bunnies

P Sangkloy, N Burnell, C Ham, J Hays - ACM Transactions on Graphics …, 2016 - dl.acm.org
We present the Sketchy database, the first large-scale collection of sketch-photo pairs. We
ask crowd workers to sketch particular photographic objects sampled from 125 categories …

How do humans sketch objects?

M Eitz, J Hays, M Alexa - ACM Transactions on graphics (TOG), 2012 - dl.acm.org
Humans have used sketching to depict our visual world since prehistoric times. Even today,
sketching is possibly the only rendering technique readily available to all humans. This …

Sketch-based 3d shape retrieval using convolutional neural networks

F Wang, L Kang, Y Li - … of the IEEE conference on computer …, 2015 - openaccess.thecvf.com
Retrieving 3D models from 2D human sketches has received considerable attention in the
areas of graphics, image retrieval, and computer vision. Almost always in state of the art …

Voxel-based three-view hybrid parallel network for 3D object classification

W Cai, D Liu, X Ning, C Wang, G **e - Displays, 2021 - Elsevier
Three-dimensional models are widely used in the fields of multimedia, computer graphics,
virtual reality, entertainment, design, and manufacturing because of the rich information that …

Sketchycoco: Image generation from freehand scene sketches

C Gao, Q Liu, Q Xu, L Wang, J Liu… - Proceedings of the …, 2020 - openaccess.thecvf.com
We introduce the first method for automatic image generation from scene-level freehand
sketches. Our model allows for controllable image generation by specifying the synthesis …

Quad‐mesh generation and processing: A survey

D Bommes, B Lévy, N Pietroni, E Puppo… - Computer graphics …, 2013 - Wiley Online Library
Triangle meshes have been nearly ubiquitous in computer graphics, and a large body of
data structures and geometry processing algorithms based on them has been developed in …

3d shape reconstruction from sketches via multi-view convolutional networks

Z Lun, M Gadelha, E Kalogerakis… - … Conference on 3D …, 2017 - ieeexplore.ieee.org
We propose a method for reconstructing 3D shapes from 2D sketches in the form of line
drawings. Our method takes as input a single sketch, or multiple sketches, and outputs a …