Intelligent evaluation for lens optical performance based on machine vision

Performance evaluation of deep e-CNN with integrated spatial-spectral features in hyperspectral image classification

(2022) M Kavitha et al.   MEASUREMENT

Freeform illumination optics design for extended LED sources through a localized surface control method

(2022) Zhengbo Zhu et al.   OPTICS EXPRESS

Analysis of lens fracture in precision glass molding with the finite element method

(2021) Yue Liu et al.   APPLIED OPTICS

State of the Art in Defect Detection Based on Machine Vision

(2021) Zhonghe Ren et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Intelligent classification of ground-based visible cloud images using a transfer convolutional neural network and fine-tuning

(2021) Min Wang et al.   OPTICS EXPRESS

Investigation of Novel Mid-infrared Rapid Heating of Carbide-bonded Graphene Coating and its Applications on Precision Optical Molding

(2020) Allen Yi et al.   OPTICS EXPRESS

Quality improvement of collimating lens produced by precision glass molding according to performance evaluation

(2019) Yue Zhang et al.   OPTICS EXPRESS

Fast design method of smooth freeform lens with an arbitrary aperture for collimated beam shaping

(2019) Xianglong Mao et al.   APPLIED OPTICS

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Numerical optimization strategy for multi-lens imaging systems containing freeform surfaces

(2018) Chang Liu et al.   APPLIED OPTICS

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Recent Advances in Convolutional Neural Network Acceleration

(2018) Qianru Zhang et al.   NEUROCOMPUTING

Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

(2018) Dong-Hyeon Kim et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Performance-controllable manufacture of optical surfaces by ultra-precision machining

(2017) Xianlei Liu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A fast and robust convolutional neural network-based defect detection model in product quality control

(2017) Tian Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Automated defect inspection system for CMOS image sensor with micro multi-layer non-spherical lens module

(2017) Chung-Feng Jeffrey Kuo et al.   JOURNAL OF MANUFACTURING SYSTEMS

Automated visual inspection in the semiconductor industry: A survey

(2015) Szu-Hao Huang et al.   COMPUTERS IN INDUSTRY

Deep learning

(2015) Yann LeCun et al.   NATURE

Manufacturing and measurement of freeform optics

(2013) F.Z. Fang et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Freeform lens design for LED collimating illumination

(2012) Jin-Jia Chen et al.   OPTICS EXPRESS

Freeform surface design for a light-emitting diode–based collimating lens

(2010) Jin-Jia Chen   OPTICAL ENGINEERING