陳顯禎

Intelligent 3D Multiphoton Holographic Micromanipulation Guided by Light-Field Imaging

照明與能源光電研究所

多光子激發、電腦全像術、光場顯微術、深度學習、光學捕捉、multiphoton excitation、computer-generated holography、light-field microscopy、deep learning、optical trapping

Numerical Simulation and Experimental Validation of SiC Single Crystal Growth and Diameter Enlargement

光電學院博士班・共同指導：楊秉純

碳化矽、物理氣相傳輸、數值模擬、晶體擴徑、熱場優化、Silicon Carbide (SiC)、Physical Vapor Transport (PVT)、Numerical Simulation、Crystal Diameter Enlargement、Thermal Field Optimization

Adaptive Optics Systems Using Deep Learning-Based Disturbance-Aware Model Predictive Control

光電學院博士班

適應性光學系統、機器人作業系統、干擾感知、模型預測控制、長短期記憶網路、Adaptive optics systems、Robot Operating System、disturbance-aware、model predictive control、long short-term memory

Light-Sheet Light-Field Macrophotography for 3D Microstructure Imaging

光電系統研究所

光片照明、光場微距攝影、Richardson-Lucy 反卷積、掃描式光場、三維體積重建、light sheet illumination、light-field macrophotography、Richardson Lucy deconvolution、scanning light field、3D volumetric reconstruction

Model Predictive Control with LSTM-Based Modeling for Path Following of Tracked Vehicles: From Simulation to Practice

影像與生醫光電研究所

電動高架履帶車、模型預測控制、系統辨識、長短期記憶、路徑跟隨、實時定位技術、座標轉換、自主導航、Electric high-tracked vehicle、system identification、long short-term memory、model predictive control、path following、RTK、coordinate transformation、autonomous navigation

Deep Gerchberg-Saxton Computer-Generated Holography for 3D Multiphoton Stimulation

照明與能源光電研究所

光遺傳學、電腦生成全像術、多光子激發、時域聚焦、Gerchberg-Saxton演算法、深度學習、監督式學習、數位傳播矩陣、optogenetics、computer-generated holography、multiphoton excitation、temporal focusing、Gerchberg–Saxton algorithm、deep learning、supervised learning、digital propagation matrix

To Enhance Temporal Focusing Multiphoton Light-field Microscopy Bioimages by Multi-stage 3D U-Net

影像與生醫光電研究所

光場顯微術、時域聚焦多光子顯微術、多階段3D U-Net、跨系統影像對位、果蠅腦、蕈狀體、體積影像、light field microscopy、temporal focusing multiphoton excitation microscopy、multi-stage 3D U-Net、cross-system image registration、drosophila brain、mushroom body、volumetric imaging

Path Following and Obstacle Avoidance for Four-Wheeled Vehicles via Soft Actor-Critic Referred to Model Predictive Control

影像與生醫光電研究所

電動四輪車、路徑追隨、模型預測控制、避障、深度強化學習、柔性動作評價、electric four wheeled vehicle、path following、model predictive control、obstacle avoidance、deep reinforcement learning、soft actor-critic

Enhancing Neural Network Architectures for Deep Computer-Generated Holography in 3D Micropatterned Multiphoton Stimulation

光電系統研究所

分詞化激發點、Y-Net、深度學習、電腦全像術、時間聚焦術、多光子激發、Tokenize stimulated point、deep learning、computer-generated holography、temporal focusing、multiphoton excitation

Enhanced Light Field Microscopy through Selective Volume Epi-Illumination and Physics-Informed Deconvolution Network

光電學院博士班

多光子、時域聚焦、多光子激發顯微技術、光場顯微術、神經網路、multiphoton、temporal focusing、multiphoton excitation microscopy、light field、unrolling network、physics-informed network

Smart Laser Pest Control with Modulated UV Light Trapping and Deep Learning Detection

光電學院博士班

UV-A 發光二極體、雷射蒼蠅防治、光誘捕器、真菌蚊、蘑菇害蟲、毛毛蟲、SORT、YOLO-NAS、偵測、追蹤、雷射瞄準、害蟲防治、UV-A LED、Laser fly control、Light trap、Fungus gnats、Mushroom pests、Caterpillar、Detection、Tracking、Laser targeting、Pest control

Path Following and Obstacle Avoidance of Tracked Vehicle via Soft Actor-Critic Trained with Model Predictive Control as Expert

光電系統研究所

自駕車、非線性模型預測控制、自適應勢場、路徑追隨、避障、深度強化學習、柔性動作評價、Unmanned ground vehicle、nonlinear model predictive control、adaptive potential field、path following、obstacle avoidance、deep reinforcement learning、soft actor-critic

Path Following of Tracked Vehicle via Model Predictive Control with Long Short-Term Memory Model

光電系統研究所

電動高架履帶車、系統辨識、長短期記憶、模型預測控制、路徑跟隨、Electric high-tracked vehicle、system identification、long short-term memory、model predictive control、path following

Collagen Type Discrimination through Polarization- Resolved Second-Harmonic Generation Microscopy with Mathematical Modeling and Deep Learning Analyses

光電學院博士班

偏振、二倍頻、螺旋角、各向異性參數、圓二色性、骨折、ResNet、膠原類型、多偏振、Polarization、second harmonic generation、pitch angle、anisotropy parameter、circular di-chroism、fracture、collagen type、multipolarization

Predicting Deeper Bioimages of Temporal Focusing Multiphoton Microscopy via ConvLSTM with PhyCell

光電系統研究所

時域聚焦、多光子顯微技術、多階段三維U型卷積神經網路、深度預測模型、ConvLSTM、PhyCell、蕈狀體、temporal focusing、Multiphoton Microscopy、multi-stage 3D U-Net、deep prediction model、convolutional LSTM、mushroom body

Deep Model Predictive Control-Based Adaptive Optics System

照明與能源光電研究所

適應性光學系統、多通道輸入及多通道輸出、系統鑑別、模型預測控制、深度學習、Shack-Hartmann波前感測器、adaptive optics system、multichannel input and multichannel output、system identification、model predictive control、deep learning、Shack-Hartmann wavefront sensor

Trajectory Tracking and Obstacle Avoidance of Tracked Vehicle via Soft Actor Critic with Model Predictive Control as Reference

影像與生醫光電研究所

自駕車、軌跡追蹤、模型預測控制、避障、深度強化學習、柔性動作評價、unmanned ground vehicle、trajectory tracking、model predictive control、obstacle avoidance、deep reinforcement learning、soft actor-critic

Computer-Generated Holography via Physical Constraint Learning with Digital Propagation Matrix for 3D Micropatterned Multiphoton Stimulation

影像與生醫光電研究所

多光子激發、光遺傳學、電腦全像術、深度學習、數位傳播矩陣、時域聚焦、multiphoton excitation、optogenetics、computer-generated holography、deep learning、digital propagation matrix、temporal focusing

Trajectory Tracking of Tracked Vehicle via Model Predictive Control with Long Short-Term Memory Dynamic Model

影像與生醫光電研究所

電動高架履帶車、系統辨識、長短期記憶、模型預測控制、軌跡追蹤、Electric high-tracked vehicle、system identification、long short-term memory、model predictive control、trajectory tracking

To Improve Bioimage Quality of Temporal Focusing Multiphoton Microscopy by Multi-Stage 3D U-Net Image Restoration

影像與生醫光電研究所

時域聚焦多光子顯微術、多階段3D U-Net、影像對位、果蠅腦、蕈狀體、temporal focusing multiphoton excitation microscopy、multi-stage 3D U-Net、image registration、drosophila brain、mushroom body

3D Micropatterned Multiphoton Stimulation via Deep Learning-Based Computer-Generated Holography with Temporal Focusing Confinement

影像與生醫光電研究所

多光子激發、光遺傳學、電腦全像術、空間光調制器、深度學習、時域聚焦、multiphoton excitation、optogenetics、computer-generated holography、spatial light modulator、deep learning、temporal focusing

Path Following and Obstacle Avoidance of Tracked Vehicle via Deep Reinforcement Learning and Model Predictive Control

光電系統研究所

履帶車、深度強化學習、深度確定性策略梯度、避障、模型預測控制、路徑追隨、tracked vehicle、deep reinforcement learning、deep deterministic policy gradient、obstacle avoidance、model predictive control、path following

Path Following of Tracked Vehicles Based on Model Predictive Control with AI System Identification

影像與生醫光電研究所

系統辨識、N4SID、長短期記憶網路、履帶車、模型預測控制、路徑跟隨、System identification、long short-term memory network、tracked vehicle、model predictive control、pathing following

Path Following and Obstacle Avoidance of Field Tracked Robots by Deep Deterministic Policy Gradient

影像與生醫光電研究所

vSLAM、YOLO、田間履帶機器人、Simulink、深度確定性策略梯度、避障、field tracked robot、DDPG、obstacle avoidance

Path Following and Trajectory Tracking of Field Tracked Robots Based on Model Predictive Control

光電系統研究所

履帶機器人、SLAM、瞬時旋轉中心、Simulink、模型預測控制、路徑跟隨、軌跡跟蹤、Tracked robot、instantaneous center of rotation、model predictive control、path following、trajectory tracking

Deep Learning-Based 3D Computer-Generated Holography for Multiphoton Stimulation

光電系統研究所

3D電腦全像術、空間光調變器、多光子激發顯微術、U-Net、GS迭代演算法、3D computer-generated holography、spatial light modulator、multiphoton excitation microscopy、Gerchberg-Saxton algorithm

To Reconstruct in-vivo Drosophila Brain Images with Two-photon Rapid Volumetric Microscopy by 3D Generative Adversarial Network

照明與能源光電研究所

雙光子激發螢光顯微術、可調變超聲梯度折射率透鏡、體積成像、3D生成對抗網路、活體果蠅腦、Two-photon excitation fluorescence microscopy、tunable ultrasonic gradient index of refraction lens、volumetric imaging、3D generative adversarial network、in-vivo Drosophila brain

To Restore in Vivo Multiphoton Bioimage via Artificial Dataset-Based U-Net

影像與生醫光電研究所

多光子激發顯微術、仿真數據資料庫、U-Net網路、影像復原、multiphoton excitation microscopy、artificial dataset、U-Net、image restoration

Trajectory Tracking of Unmanned Tracked Vehicle by Model Predictive Control with Visual-Inertial Odometry

影像與生醫光電研究所

無人履帶車、視覺慣性里程術、感測器融合、瞬時旋轉中心、滑差參數、軌跡跟蹤、模型預測控制、unmanned tracked vehicle、visual inertial odometry、sensor fusion、Instantaneous center of rotation、slip parameter、trajectory Tracking、model predictive control

Temporal Focusing Multiphoton Fluorescence Microscopy of in-vivo Drosophila Brain Improved by 3D CNN

光電系統研究所

雙光子激發顯微術、時域聚焦多光子顯微技術、三維U型卷積神經網路、活體果蠅腦、蕈狀體、two-photon excitation microscopy、temporal focusing multiphoton excitation microscopy、3D U-shaped convolution network、in-vivo Drosophila brain、mushroom body

Adaptive Optics System for Spectral Phase Compensation in Ultrafast Laser

影像與生醫光電研究所

適應性光學系統、時域聚焦多光子顯微術、頻譜相位、頻率解析光柵、可調變聚焦鏡、adaptive optics system、temporal focusing multiphoton microscopy、spectral phase、frequency-resolved optical gating、deformable mirror

R&D of Miniaturized Shack-Hartmann Wavefront Sensors Via Multiphoton Microfabrication

光電系統研究所

雷射直寫、多光子聚合、光蝕刻法、Shack-Hartmann波前感測器、微透鏡陣列、direct laser writing、multiphoton polymerization、photolithography、Shack-Hartmann wavefront sensor、microlens array

To Improve the Imaging Speed and Quality of Multiphoton Microscopy via Ultrasound Lens Scanning and Deep Learning

影像與生醫光電研究所

雙光子顯微術、超聲透鏡、共振掃描震鏡、更深層的卷積神經網路超解析度、Two-photon microscopy、tunable acoustic gradient lens、resonant mirror、very deep super resolution

Study of Multiphoton Image Depth Limitation within Mouse Brain

影像與生醫光電研究所

雙光子激發螢光、三光子激發螢光、影像深度極限、腦組織影像、two-photon excitation fluorescence、three-photon excitation fluorescence、limitation of image depth、brain imaging

Vector Scan and Three-Dimensional Grouting for Multiphoton Excitation Microfabrication

光電系統研究所

超快雷射直寫、多光子激發微製程、三維灌漿、中心向量掃描、ultrafast laser direct writing、multiphoton excitation microfabrication、three-dimensional grouting、center vector scan

Laser Beam Shaping System via LCoS Spatial Light Modulator with Shack-Hartmann Wavefront Sensor

影像與生醫光電研究所

Shack-Hartmann波前感測器、空間光調變器、迭代傅立葉轉換演算法、相位共軛、Shack-Hartmann wavefront sensor、spatial light modulator、beam shaping、iterative Fourier transform algorithm、phase conjugation

Rapid Volumetric Multiphoton Imaging with the Combination of an Ultrasound Lens and a Resonant Mirror

影像與生醫光電研究所

多光子激發螢光顯微術、可調變超聲梯度折射率透鏡、共振掃描震鏡、現場可程式化閘陣列、Multiphoton excited fluorescence microscopy、tunable acoustic gradient index of refraction lens、resonant mirror、field-programmable gate array

Graphene Optical Device by Using Ultrafast Laser Direct Writing on Ni/C Film

影像與生醫光電研究所

超快雷射直寫、鎳碳混合膜、石墨烯光學元件、多光子吸收、ultrafast laser direct writing、Ni/C thin film、graphene optical devices、multiphoton absorption