Search Results - "Chuwongin, Santhad"
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1
Deep learning approaches for challenging species and gender identification of mosquito vectors
Published in Scientific reports (01-03-2021)“…Microscopic observation of mosquito species, which is the basis of morphological identification, is a time-consuming and challenging process, particularly…”
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2
A Deep Learning System for Recognizing and Recovering Contaminated Slider Serial Numbers in Hard Disk Manufacturing Processes
Published in Sensors (Basel, Switzerland) (18-09-2021)“…This paper outlines a system for detecting printing errors and misidentifications on hard disk drive sliders, which may contribute to shipping tracking…”
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3
Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks
Published in Scientific reports (19-08-2021)“…The infection of an avian malaria parasite ( Plasmodium gallinaceum ) in domestic chickens presents a major threat to the poultry industry because it causes…”
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4
Automatic identification of medically important mosquitoes using embedded learning approach-based image-retrieval system
Published in Scientific reports (30-06-2023)“…Mosquito-borne diseases such as dengue fever and malaria are the top 10 leading causes of death in low-income countries. Control measure for the mosquito…”
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5
Progress in 2D photonic crystal Fano resonance photonics
Published in Progress in quantum electronics (01-01-2014)“…In contrast to a conventional symmetric Lorentzian resonance, Fano resonance is predominantly used to describe asymmetric-shaped resonances, which arise from…”
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6
Enhancing mosquito classification through self-supervised learning
Published in Scientific reports (07-11-2024)“…Traditional mosquito identification methods, relied on microscopic observation and morphological characteristics, often require significant expertise and…”
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7
Automatic recognition of parasitic products in stool examination using object detection approach
Published in PeerJ. Computer science (17-08-2022)“…Object detection is a new artificial intelligence approach to morphological recognition and labeling parasitic pathogens. Due to the lack of equipment and…”
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8
A novel approach for identification of zoonotic trypanosome utilizing deep metric learning and vector database-based image retrieval system
Published in Heliyon (15-05-2024)“…Trypanosomiasis, a significant health concern in South America, South Asia, and Southeast Asia, requires active surveys to effectively control the disease. To…”
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9
Polarization- and angle-dependent characteristics in two dimensional photonic crystal membrane reflectors
Published in Applied physics letters (18-11-2013)“…We report here measured angle- and polarization-dependent reflection properties in two-dimensional photonic crystal broadband membrane reflectors. Polarization…”
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10
Simultaneous phenotyping of five Rh red blood cell antigens on a paper-based analytical device combined with deep learning for rapid and accurate interpretation
Published in Analytica chimica acta (15-05-2022)“…Both the ABO and Rhesus (Rh) blood groups play crucial roles in blood transfusion medicine. Herein, we report a simple and low-cost paper-based analytical…”
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11
Automatic classification and grading of canine tracheal collapse on thoracic radiographs by using deep learning
Published in Veterinary radiology & ultrasound (01-11-2024)“…Tracheal collapse is a chronic and progressively worsening disease; the severity of clinical symptoms experienced by affected individuals depends on the degree…”
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12
Transfer-printed stacked nanomembrane lasers on silicon
Published in Nature photonics (01-09-2012)“…The realization of silicon-based light sources has been the subject of a major research and development effort worldwide. Such sources may help make integrated…”
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13
Superior Auto-Identification of Trypanosome Parasites by Using a Hybrid Deep-Learning Model
Published in Journal of visualized experiments (27-10-2023)“…Trypanosomiasis is a significant public health problem in several regions across the world, including South Asia and Southeast Asia. The identification of…”
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14
Nanoscale silver-assisted wet etching of crystalline silicon for anti-reflection surface textures
Published in Journal of nanoscience and nanotechnology (01-01-2013)“…We report here an electro-less metal-assisted chemical etching (MacEtch) process as light management surface-texturing technique for single crystalline Si…”
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15
Resonance control of membrane reflectors with effective index engineering
Published in Applied physics letters (13-07-2009)“…We report here broadband membrane reflectors based on Fano resonances in patterned silicon nanomembranes. Resonance control of the reflectors was realized…”
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16
Broadband Membrane Reflectors on Glass
Published in IEEE photonics technology letters (15-03-2012)“…We report here high-performance broadband membrane reflectors based on crystalline silicon nanomembrane photonic crystals. A modified polydimethylsiloxane…”
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17
Design of Fano Broadband Reflectors on SOI
Published in IEEE photonics technology letters (01-08-2010)“…We report here the design of Fano resonance broadband reflectors based on two-dimensional photonic crystals on silicon-on-insulator. The impact of vertical…”
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18
Semiconductor nanomembranes for integrated silicon photonics and flexible Photonics
Published in Optical and quantum electronics (01-10-2012)“…Crystalline semiconductor nanomembranes (NMs), which are transferable, stackable, bondable and manufacturable, offer unprecedented opportunities for unique and…”
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Nanomembrane surface emitting light sources
Published 2012“…Crystalline semiconductor nanomembranes (NM), which are transferable, stackable, bondable and manufacturable, offer unprecedented opportunities for unique…”
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Dissertation -
20
Generative AI for Industrial Applications: Synthetic Dataset
Published in 2023 15th International Conference on Information Technology and Electrical Engineering (ICITEE) (26-10-2023)“…The research and development of artificial intelligence (AI) techniques to enhance quality control in industrial equipment might face challenges due to the…”
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Conference Proceeding