Decoding Invisible 3D Printed Tags with Convolutional Neural Networks

Decoding Invisible 3D Printed Tags with Convolutional Neural Networks

Imperceptible tags embedded on three-dimensional (3D) objects have recently shown promising utility in applications such as augmented and virtual reality interactions, tracking logistics, and robotics. The InfraredTag is a newly developed tag that is imperceptible to the eye and can be 3D-printed as...

Full description

Bibliographic Details
Main Author:	Yotamornsunthorn, Veerapatr
Other Authors:	Mueller, Stefanie
Format:	Thesis
Published:	Massachusetts Institute of Technology 2023
Online Access:	https://hdl.handle.net/1721.1/147528

Similar Items

Demonstrating InfraredTags: Decoding Invisible 3D Printed Tags with Convolutional Neural Networks
by: Dogan, Mustafa Doga, et al.
Published: (2022)

InfraredTags Demo: Invisible AR Markers and Barcodes Using Infrared Imaging and 3D Printing
by: Dogan, Mustafa Doga, et al.
Published: (2022)

Nucleinet: an encoder-decoder convolutional neural network for nuclei image denoising
by: Hu, Yifei
Published: (2017)

InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging Tools
by: Dogan, Mustafa Doga, et al.
Published: (2022)

Convolutional decoder design
by: Hu, Zhenggang.
Published: (2008)

Compact and interpretable convolutional neural network architecture for electroencephalogram based motor imagery decoding
by: Ahmad Izzuddin, Tarmizi
Published: (2024)

Printing the invisible : bridging the gap between data and matter through voxel-based 3D printing
by: Kolb, Dominik.
Published: (2017)

Real-time 3D hand pose estimation with 3D convolutional neural networks
by: Ge, Liuhao, et al.
Published: (2019)

Synergistic 2D/3D Convolutional Neural Network for hyperspectral image classification
by: Yang, Xiaofei, et al.
Published: (2021)

Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks
by: Picard, Rosalind W., et al.
Published: (2021)

Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks
by: Chen, Weixuan, et al.
Published: (2021)

Defect And Components Recognition In Printed Circuit Boards Using Convolution Neural Network
by: Cheong, Leong Kean
Published: (2018)

Pre-training 3D convolutional neural networks for prodromal alzheimer's disease classification
by: Jiang, Hongchao, et al.
Published: (2022)

Implementation of convolutional encoder and Viterbi decoder using VHDL
by: Wong, Yin Sweet, et al.
Published: (2009)

Breast tumour segmentation using convolutional neural network on 3D computed tomography images
by: Ng, Yew Kong
Published: (2021)

Fetal Pose Estimation in Volumetric MRI Using a 3D Convolution Neural Network
by: Xu, Junshen, et al.
Published: (2021)

Modular learning of convolutional neural networks
by: Wang, Jinhua
Published: (2023)

Convolutional neural networks with dynamic regularization
by: Wang, Yi, et al.
Published: (2022)

An energy-efficient convolution unit for depthwise separable convolutional neural networks
by: Chong, Yi Sheng, et al.
Published: (2021)

Desertification prediction with an integrated 3D convolutional neural network and cellular automata in Al-Muthanna, Iraq
by: Aldabbagh, Yasir Abdulameer Nayyef, et al.
Published: (2022)

Convolution coder software implementation using VIiterbiDecoding algorithm
by: Khalifa, Othman Omran, et al.
Published: (2008)

The neural decoding toolbox
by: Meyers, Ethan M.
Published: (2014)

Convolutional neural networks for food calorie estimation
by: Leona Ramy
Published: (2022)

Low power convolutional neural network (CNN)
by: Lim, Wu Cong
Published: (2019)

A lightweight convolutional neural network for KWS
by: Wang, Yumengmeng
Published: (2022)

Graph convolutional neural networks for text categorization
by: Lakhotia, Suyash
Published: (2018)

Scene classification based on convolutional neural network
by: Zou, Bojing
Published: (2018)

Implementation of a convolutional neural network on FPGA
by: Xue, Can
Published: (2018)

Object detection via convolutional neural network
by: Ong, Wee Hong
Published: (2018)

Fast convolutional neural network for image classification
by: Jeon, Young Seok
Published: (2017)

Image denoising using convolutional neural network
by: Yang, Yaqian
Published: (2018)

Visual search using convolutional neural networks
by: Ng, Sue Shen
Published: (2018)

Convolutional neural network for hyperspectral image classification
by: Yuan, Nanqi
Published: (2016)

Accelerator of convolution neural networks based on FPGA
by: Yu, Guohao
Published: (2017)

Emotion Recognition in Horses with Convolutional Neural Networks
by: Corujo, Luis A., et al.
Published: (2021)

Greedy layerwise training of convolutional neural networks
by: Trinh, Loc Quang.
Published: (2019)

3D convolutional neural networks for efficient and robust hand pose estimation from single depth images
by: Ge, Liuhao, et al.
Published: (2019)

Multi-channel convolutional neural network based 3D object detection for indoor robot environmental perception
by: Wang, Li, et al.
Published: (2019)

Pruning deep neural networks for encoding and decoding the human connectome
by: Tang, Sean
Published: (2021)

Sparse deep neural network for encoding and decoding the structural connectome
by: Singh, Satya P., et al.
Published: (2024)