1. LIA0,TSEN-YUNG ( LEO )
RESUME VISUALIZATION
2010
IP-CAM PEDESTRIAN
TRACKING MODULE
2011
SECUTECH BEST-
AWAED IP -CAM
PRODUCT
2012
MAKE AOI CUDA
INSPECTION &
MEASUREMENT
2013
SPEED-UP
OPTIMIZATION ON
ALL AOI PRODUCTS
2014
2D -> 3D INSPECTION
& MACHINE LEARNING
PRODUCT LINE
MODULARIZED PLUG-INS PIPELINE
ACCURACY/PRECISION MEASUREMENT
INTER/ INTRA INSPECTION
GPGPU LATENCY HIDING TECHNIQUES
GPU 共產黨原則:
1. ⼈人海戰術
2. 排隊整⿑齊, 避免不必要的來往
3. 做事要⼀一致, 更重要的做事狠勤勞
2015
INTELLIGENT BABY
MONITOR PRODUCT
PhDCandidate
CommunicationDepartment
Military
2006-2008
MS.communicationandSignalprocessing
2004-2006
EEBS2000-2004
EDUCATION
@ NTU EE
flightingtrainschool
short-termprogram
Robust monotonic sequence algorithm on emboss defeat inspection
Orientation-range color filtering for inspection
Sub-pixel measurement via Facet Model/Gaussian N-jet model
CNY OCR module: Lightweight DSP SVM / LDA
QR/DataMatrix Decoder and Qualification
Build CUDA Test-suite Validation ( Precision and Regression Unit Test)
CUDA 5 profile-based optimization
Reduce memory traffic and meet peak BW, balance between TLP and ILP in CUDA kernel fusion way
More CUDA Streams asynchronous operation / Texture object
Design CUDA memory pool ( Object pool )
FFT-based Image RegistrationBilateral NLM De-noising pre-processing
CUDA Run-length compression/decompression for saving global memory REGION MAP
Transparent Glue-over/less Visual Inspection
Integration with open-source CUB project
Dim defeat inspection on blank Full-Sheet
Texture analysis/synthesis Two-pass module for pattern full-sheet
Context analysis: Compressed domain Video Saliency Map
QC tool: Color fiducial mark/ Camera + Line Scan Camera FOV Pose / Belt Line
Vibration / Benchmark Test
Shape-context OCR module : TPS and K-D tree
Sub-pixel Measurement
Super-Resolution Bar-code Decoder
FAST-corner features plus with DTW ( Dynamic Time Warping) matching
Textile Inspection: CUDA Dynamic parallelism Kernel
Stereoscopic Inspection : CUDA KinectFusion ( SLAM )
Dynamic Inspection ROI Generator
ARM-based CUDA Toolkit ( Tegra K1 GPGPU )
2013
2014
2012
Rectification
Registration
Regularization
Restoration
Relaxation
Insight Learning App UserCloud
KNOW-HOW EXPERIENCE
AOI Product
Dynamic ROI Generator
Segmentation =
Classification =
Reconstruction
OCR
ML Classifier Intelligent Baby Monitor
Gst CryClassifier LaSVM
Gst FaceDetector
AdaBoost
Gst FacetTypeClassifier
CNN Deep-learning
Gst SleepDetector
Adaptive Skin Model
Gst InCrib Detector
P-expert /N-expert
Reinforcement learning
on-line incremental learning
Cross-validation
Over-fitting v.s. Generalization
15年5⽉月17⽇日星期⽇日