首页 > 最新文献

Journal of the Society for Information Display最新文献

英文 中文
Thin and low power 2D backlight module development with white mini-LEDs
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-26 DOI: 10.1002/jsid.2034
Ryoji Yoshimura, Takuya Nakabayashi, Seitaro Akagawa

In general, blue LEDs have been used for mini-LED 2D Backlights. However, we have selected to utilize white mini-LEDs and applied our innovative design concept, named Multi-Luminous Structure. This approach has resulted in lower power consumption and a thinner module with 1 LED per zone, making it suitable for mobile products.

{"title":"Thin and low power 2D backlight module development with white mini-LEDs","authors":"Ryoji Yoshimura,&nbsp;Takuya Nakabayashi,&nbsp;Seitaro Akagawa","doi":"10.1002/jsid.2034","DOIUrl":"https://doi.org/10.1002/jsid.2034","url":null,"abstract":"<p>In general, blue LEDs have been used for mini-LED 2D Backlights. However, we have selected to utilize white mini-LEDs and applied our innovative design concept, named Multi-Luminous Structure. This approach has resulted in lower power consumption and a thinner module with 1 LED per zone, making it suitable for mobile products.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"274-282"},"PeriodicalIF":1.7,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simultaneous pulse amplitude and pulse width modulation in a 6T1M2C pixel circuit enabled by the separate timing control for charge injection and transport in the multimodal transistor
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-26 DOI: 10.1002/jsid.2035
Eva Bestelink, Radu A. Sporea

Emerging micro light-emitting diode (microLED) displays promise high brightness, improved lifetime, and high pixel density. However, to achieve the desired color accuracy, microLEDs require constant current driving, which can result in wavelength shift at higher pixel brightness. This presents a challenge for pixel circuit design. The driving scheme must vary the emission duration (i.e., pulse width modulation, PWM) to prevent wavelength shift, and it must also include an element of current magnitude control (pulse amplitude modulation, PAM) for fine tuning. This results in complex signaling, large footprint, and multiple sources of variability arising from the numerous transistors, which together diminish the implementation's efficacy. Here, we present a 6T1M2C pixel circuit, which takes advantage of the properties of the multimodal thin-film transistor (MMT) to achieve PWM and PAM simultaneously, rather than in a hybrid configuration, while also performing threshold compensation. The MMT is the first transistor that allows for separation of injection (current magnitude) from channel conduction state (timing), allowing a higher degree of freedom for designing pixel circuits with lower complexity. This proof-of-concept TCAD implementation demonstrates the benefits of MMT-based simultaneous PWM and PAM circuits, with compact device footprint, reduced circuit complexity, and power-efficient features.

{"title":"Simultaneous pulse amplitude and pulse width modulation in a 6T1M2C pixel circuit enabled by the separate timing control for charge injection and transport in the multimodal transistor","authors":"Eva Bestelink,&nbsp;Radu A. Sporea","doi":"10.1002/jsid.2035","DOIUrl":"https://doi.org/10.1002/jsid.2035","url":null,"abstract":"<p>Emerging micro light-emitting diode (microLED) displays promise high brightness, improved lifetime, and high pixel density. However, to achieve the desired color accuracy, microLEDs require constant current driving, which can result in wavelength shift at higher pixel brightness. This presents a challenge for pixel circuit design. The driving scheme must vary the emission duration (i.e., pulse width modulation, PWM) to prevent wavelength shift, and it must also include an element of current magnitude control (pulse amplitude modulation, PAM) for fine tuning. This results in complex signaling, large footprint, and multiple sources of variability arising from the numerous transistors, which together diminish the implementation's efficacy. Here, we present a 6T1M2C pixel circuit, which takes advantage of the properties of the multimodal thin-film transistor (MMT) to achieve PWM and PAM simultaneously, rather than in a hybrid configuration, while also performing threshold compensation. The MMT is the first transistor that allows for separation of injection (current magnitude) from channel conduction state (timing), allowing a higher degree of freedom for designing pixel circuits with lower complexity. This proof-of-concept TCAD implementation demonstrates the benefits of MMT-based simultaneous PWM and PAM circuits, with compact device footprint, reduced circuit complexity, and power-efficient features.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"283-293"},"PeriodicalIF":1.7,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsid.2035","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental research on depth perception of comfortable interactions in virtual reality
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-22 DOI: 10.1002/jsid.2030
Mei Guo, Haolin Gao, Yue Liu, Weitao Song, Songyue Yang, Yongtian Wang

Virtual reality (VR) displays aim to create highly immersive virtual environments based on the principle of binocular disparity, which reproduces spatial information of virtual scenes through the fusion processing of binocular disparity by the visual system. However, due to the differences between VR displays and real-world scenes, the challenge of rendering in VR displays in a manner that aligns with users' natural depth perception principles has not been fully addressed. In this paper, the virtual image distances (VIDs) of RGB channels in head-mounted display (HMD) were measured and a depth perception experiment based on random dot stereograms (RDS) according to the measured VID values was designed. The depth perception comfort fusion thresholds in VR systems were determined by psychophysical methods, and the results demonstrate that the comfort fusion threshold for uncrossed disparity is significantly lower than that for crossed disparity. Additionally, user interaction performance in the determined virtual depth scenarios showed a 12.94% reduction in reaction time and a 16.86% improvement in accuracy compared to other virtual depths. Our findings provide further understanding of comfortable depth visual presentation in VR displays, which is crucial for enhancing user experience and promoting the widespread adoption of VR technology across various applications.

{"title":"Experimental research on depth perception of comfortable interactions in virtual reality","authors":"Mei Guo,&nbsp;Haolin Gao,&nbsp;Yue Liu,&nbsp;Weitao Song,&nbsp;Songyue Yang,&nbsp;Yongtian Wang","doi":"10.1002/jsid.2030","DOIUrl":"https://doi.org/10.1002/jsid.2030","url":null,"abstract":"<p>Virtual reality (VR) displays aim to create highly immersive virtual environments based on the principle of binocular disparity, which reproduces spatial information of virtual scenes through the fusion processing of binocular disparity by the visual system. However, due to the differences between VR displays and real-world scenes, the challenge of rendering in VR displays in a manner that aligns with users' natural depth perception principles has not been fully addressed. In this paper, the virtual image distances (VIDs) of RGB channels in head-mounted display (HMD) were measured and a depth perception experiment based on random dot stereograms (RDS) according to the measured VID values was designed. The depth perception comfort fusion thresholds in VR systems were determined by psychophysical methods, and the results demonstrate that the comfort fusion threshold for uncrossed disparity is significantly lower than that for crossed disparity. Additionally, user interaction performance in the determined virtual depth scenarios showed a 12.94% reduction in reaction time and a 16.86% improvement in accuracy compared to other virtual depths. Our findings provide further understanding of comfortable depth visual presentation in VR displays, which is crucial for enhancing user experience and promoting the widespread adoption of VR technology across various applications.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"263-273"},"PeriodicalIF":1.7,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic algorithm-based structural optimization of foldable OLED panels
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-19 DOI: 10.1002/jsid.2032
Qibin Feng, Chen Zheng, Zhe Dong, Yusong Guo, Zi Wang, Guoqiang Lv

OLEDs are playing an important role in flexible displays, smart wearable, in-vehicle displays, and other fields. Foldable OLED panels consist of multiple layers of film. To ensure the reliability, some key films such as the OLED should be placed on the neutral plane, which is usually achieved by adjusting the thickness of each layer. In this paper, genetic algorithm is introduced to find the optimum configurations of the thickness of each layer. Based on the mathematical express of the stress happening on each film when an OLED panel is folded, the objective function can be defined and the optical thicknesses of some layers can be got. The simulation results show that with such optical thickness configuration, the stresses on key films can effectively reduce. The method proposed in the paper can help improve the folding performance of a foldable OLED panel.

有机发光二极管在柔性显示器、智能可穿戴设备、车载显示器等领域发挥着重要作用。可折叠 OLED 面板由多层薄膜组成。为确保可靠性,一些关键薄膜(如 OLED)应放置在中性面上,这通常通过调整每层薄膜的厚度来实现。本文引入遗传算法来寻找各层厚度的最佳配置。根据 OLED 面板折叠时各薄膜所受应力的数学表达式,可以定义目标函数,并得到某些层的光学厚度。仿真结果表明,通过这样的光学厚度配置,可以有效降低关键薄膜上的应力。本文提出的方法有助于提高可折叠 OLED 面板的折叠性能。
{"title":"Genetic algorithm-based structural optimization of foldable OLED panels","authors":"Qibin Feng,&nbsp;Chen Zheng,&nbsp;Zhe Dong,&nbsp;Yusong Guo,&nbsp;Zi Wang,&nbsp;Guoqiang Lv","doi":"10.1002/jsid.2032","DOIUrl":"https://doi.org/10.1002/jsid.2032","url":null,"abstract":"<p>OLEDs are playing an important role in flexible displays, smart wearable, in-vehicle displays, and other fields. Foldable OLED panels consist of multiple layers of film. To ensure the reliability, some key films such as the OLED should be placed on the neutral plane, which is usually achieved by adjusting the thickness of each layer. In this paper, genetic algorithm is introduced to find the optimum configurations of the thickness of each layer. Based on the mathematical express of the stress happening on each film when an OLED panel is folded, the objective function can be defined and the optical thicknesses of some layers can be got. The simulation results show that with such optical thickness configuration, the stresses on key films can effectively reduce. The method proposed in the paper can help improve the folding performance of a foldable OLED panel.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"255-262"},"PeriodicalIF":1.7,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time-multiplexing method using dual ferroelectric liquid crystal shutters for light field 3D display
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-18 DOI: 10.1002/jsid.2033
Zhi-Bo Sun, Zheng-Nan Yuan, Yi-Peng Huo, Yue-Chu Cheng, Alex Yuk Lung Cheung, Valerii Vashchenko, Olena Vashchenko, Abhishek Srivastava, Hoi-Sing Kwok

Ultrafast liquid crystal light valves are extensively utilized in high-refresh-rate displays and light beam control and shaping applications. Ferroelectric liquid crystals, characterized by their ability to achieve microsecon response times when driven by a 5 V voltage, are particularly well-suited for array-type liquid crystal light valves, such as display screens or adjustable liquid crystal gratings. This study employs optimized ferroelectric liquid crystal materials that exhibit high contrast (~1,000:1), ultra-fast response times (<20 μs), and polarity-dependent binary switching at low operating voltages (5 V) to develop an array liquid crystal light valve suitable for time-sequential light field 3D displays. Combined with high frame rate display screen, a naked eye 3D display without resolution loss can be achieved. The challenges associated with the independent control of ferroelectric liquid crystals during array light valve operation were analyzed and resolved, resulting in an array-type ultrafast ferroelectric liquid crystal light valve compatible with conventional liquid crystal driving schemes.

{"title":"Time-multiplexing method using dual ferroelectric liquid crystal shutters for light field 3D display","authors":"Zhi-Bo Sun,&nbsp;Zheng-Nan Yuan,&nbsp;Yi-Peng Huo,&nbsp;Yue-Chu Cheng,&nbsp;Alex Yuk Lung Cheung,&nbsp;Valerii Vashchenko,&nbsp;Olena Vashchenko,&nbsp;Abhishek Srivastava,&nbsp;Hoi-Sing Kwok","doi":"10.1002/jsid.2033","DOIUrl":"https://doi.org/10.1002/jsid.2033","url":null,"abstract":"<p>Ultrafast liquid crystal light valves are extensively utilized in high-refresh-rate displays and light beam control and shaping applications. Ferroelectric liquid crystals, characterized by their ability to achieve microsecon response times when driven by a 5 V voltage, are particularly well-suited for array-type liquid crystal light valves, such as display screens or adjustable liquid crystal gratings. This study employs optimized ferroelectric liquid crystal materials that exhibit high contrast (~1,000:1), ultra-fast response times (&lt;20 μs), and polarity-dependent binary switching at low operating voltages (5 V) to develop an array liquid crystal light valve suitable for time-sequential light field 3D displays. Combined with high frame rate display screen, a naked eye 3D display without resolution loss can be achieved. The challenges associated with the independent control of ferroelectric liquid crystals during array light valve operation were analyzed and resolved, resulting in an array-type ultrafast ferroelectric liquid crystal light valve compatible with conventional liquid crystal driving schemes.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"246-254"},"PeriodicalIF":1.7,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsid.2033","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visualization of reproducible object colors in standard color spaces using the gamut ring intersection
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-17 DOI: 10.1002/jsid.2031
Kenichiro Masaoka, Euan Smith, Karl Lang, Brian Berkeley, Johan Bergquist, John Penczek

Object color coverage by output media is necessary to understand the limitations of color reproduction. However, complex shapes exhibited in 3D color spaces can pose challenges. Even if their 3D plot axes are rotated, their shape and size is generally difficult to understand. In this study, the color gamuts of both real and theoretical objects were selected as reference gamuts and compared with a few standard trichromatic color spaces using gamut rings—a 2D visualization method that allows quantification of color capabilities across lightness, chroma, and hue ranges. Additionally, gamut intersections between the standard color spaces and reference object color gamuts were represented proportionally on the rings to facilitate a straightforward evaluation of the color capabilities of the standard color gamuts.

{"title":"Visualization of reproducible object colors in standard color spaces using the gamut ring intersection","authors":"Kenichiro Masaoka,&nbsp;Euan Smith,&nbsp;Karl Lang,&nbsp;Brian Berkeley,&nbsp;Johan Bergquist,&nbsp;John Penczek","doi":"10.1002/jsid.2031","DOIUrl":"https://doi.org/10.1002/jsid.2031","url":null,"abstract":"<p>Object color coverage by output media is necessary to understand the limitations of color reproduction. However, complex shapes exhibited in 3D color spaces can pose challenges. Even if their 3D plot axes are rotated, their shape and size is generally difficult to understand. In this study, the color gamuts of both real and theoretical objects were selected as reference gamuts and compared with a few standard trichromatic color spaces using gamut rings—a 2D visualization method that allows quantification of color capabilities across lightness, chroma, and hue ranges. Additionally, gamut intersections between the standard color spaces and reference object color gamuts were represented proportionally on the rings to facilitate a straightforward evaluation of the color capabilities of the standard color gamuts.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"231-245"},"PeriodicalIF":1.7,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsid.2031","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum dots for display: A review of three key milestones
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-10 DOI: 10.1002/jsid.2028
Seth Coe-Sullivan

The 2023 Nobel Prize in Chemistry was awarded to Aleksey Yekimov, Professor Louis Brus, and Professor Moungi Bawendi for their pioneering work in the discovery and synthesis of quantum dots (QD). QDs have become a major materials component of modern displays, initially in commercial LCD products starting in 2013 and more recently in a new generation of QD-OLED TVs. The Nobel Prize was given largely for chemistry work done up to and including the 1990s, when LCD TV displays still were a technology of the future. In this review, we will explore three moments in history that led to the current QD commercial display age built on the foundation of the magnificent science of the 1990s that led to the 2023 Nobel Prize in Chemistry.

{"title":"Quantum dots for display: A review of three key milestones","authors":"Seth Coe-Sullivan","doi":"10.1002/jsid.2028","DOIUrl":"https://doi.org/10.1002/jsid.2028","url":null,"abstract":"<p>The 2023 Nobel Prize in Chemistry was awarded to Aleksey Yekimov, Professor Louis Brus, and Professor Moungi Bawendi for their pioneering work in the discovery and synthesis of quantum dots (QD). QDs have become a major materials component of modern displays, initially in commercial LCD products starting in 2013 and more recently in a new generation of QD-OLED TVs. The Nobel Prize was given largely for chemistry work done up to and including the 1990s, when LCD TV displays still were a technology of the future. In this review, we will explore three moments in history that led to the current QD commercial display age built on the foundation of the magnificent science of the 1990s that led to the 2023 Nobel Prize in Chemistry.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"223-230"},"PeriodicalIF":1.7,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PR-YOLOv9: An improve defect detection network for hot-pressed light guide plates
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-02-06 DOI: 10.1002/jsid.2029
Cunling Liu, Shuo Peng, Shuangning Liu, Junfeng Li

As one of the key components of liquid crystal display, the quality of the hot-pressed light guide plate (LGP) directly affects the display performance. To address the challenges posed by complex background textures, diverse types of defects, large variations in defect resolutions, and low contrast, this paper proposes a surface defect detection method for hot-pressed LGPs based on the PR-YOLOv9. The poly kernel inception network (PKINet) module is integrated by replacing the second convolution module of the YOLOv9 backbone network, effectively reducing interference from invalid targets such as complex textured backgrounds, thereby enhancing the network's ability to detect multi-scale defects and decreasing the network's parameters. Additionally, the receptive-field attention convolutional operation (RFAConv) module is incorporated, replacing the first and last layers of the YOLOv9 backbone network with this module. RFAConv module provides attention weights for large convolution kernels, effectively improving the network's ability to extract spatial feature information. Experimental results show that the proposed PR-YOLOv9 network achieves a mean average precision (mAP) of 98.40% and F1-Score of 97.14% on a self-constructed hot-pressed LGP defect dataset, with a reduction of 6.19 M in network parameters compared with YOLOv9, representing a decrease of 10.18%, making it suitable for real-time detection in industrial settings.

作为液晶显示器的关键部件之一,热压导光板(LGP)的质量直接影响显示器的性能。针对背景纹理复杂、缺陷类型多样、缺陷分辨率差异大、对比度低等问题,本文提出了一种基于 PR-YOLOv9 的热压导光板表面缺陷检测方法。通过替换 YOLOv9 骨干网络的第二卷积模块,集成了多核阈值网络(PKINet)模块,有效降低了复杂纹理背景等无效目标的干扰,从而增强了网络检测多尺度缺陷的能力,降低了网络参数。此外,还加入了感受野注意力卷积运算(RFAConv)模块,用该模块取代了 YOLOv9 骨干网络的第一层和最后一层。RFAConv 模块为大卷积核提供注意力权重,有效提高了网络提取空间特征信息的能力。实验结果表明,所提出的 PR-YOLOv9 网络在自建的热压 LGP 缺陷数据集上达到了 98.40% 的平均精度(mAP)和 97.14% 的 F1-Score,网络参数与 YOLOv9 相比减少了 6.19 M,即减少了 10.18%,使其适用于工业环境中的实时检测。
{"title":"PR-YOLOv9: An improve defect detection network for hot-pressed light guide plates","authors":"Cunling Liu,&nbsp;Shuo Peng,&nbsp;Shuangning Liu,&nbsp;Junfeng Li","doi":"10.1002/jsid.2029","DOIUrl":"https://doi.org/10.1002/jsid.2029","url":null,"abstract":"<p>As one of the key components of liquid crystal display, the quality of the hot-pressed light guide plate (LGP) directly affects the display performance. To address the challenges posed by complex background textures, diverse types of defects, large variations in defect resolutions, and low contrast, this paper proposes a surface defect detection method for hot-pressed LGPs based on the PR-YOLOv9. The poly kernel inception network (PKINet) module is integrated by replacing the second convolution module of the YOLOv9 backbone network, effectively reducing interference from invalid targets such as complex textured backgrounds, thereby enhancing the network's ability to detect multi-scale defects and decreasing the network's parameters. Additionally, the receptive-field attention convolutional operation (RFAConv) module is incorporated, replacing the first and last layers of the YOLOv9 backbone network with this module. RFAConv module provides attention weights for large convolution kernels, effectively improving the network's ability to extract spatial feature information. Experimental results show that the proposed PR-YOLOv9 network achieves a mean average precision (mAP) of 98.40% and F1-Score of 97.14% on a self-constructed hot-pressed LGP defect dataset, with a reduction of 6.19 M in network parameters compared with YOLOv9, representing a decrease of 10.18%, making it suitable for real-time detection in industrial settings.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"206-222"},"PeriodicalIF":1.7,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Over 1500 PPI quantum dot color conversion array by lift-off
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-22 DOI: 10.1002/jsid.2027
Qi Song, Jingrui Ma, Depeng Li, Chengcheng Li, Pai Liu, Xiao Wei Sun

This study explores the application of lift-off process for the patterning of quantum dot (QD) pixels using CdSe/ZnS core-shell colloidal QDs. The evaluation of the influence of different solvent and binder systems on the effectiveness of the pixelation is detaily discussed. By optimizing the solvent and binder combination, the fabrication of multi-color QD patterns with pixel sizes ranging from 5 to 200 μm were demonstrated, achieving blue light conversion efficiencies exceeding 18% and 25% for red and green pixels. It is also improved pixel uniformity, stability, and resolution, lying the foundation for the development of ultra-high-resolution, QD Micro-LED display. However, challenges remain in maximizing the utilization of blue light and packaging of QD layers. Future research will aim to develop high-quality QD inks suitable for photoresist lift-off and optimize the QD Micro-LED system to further enhance the performance and stability of QD-based displays.

{"title":"Over 1500 PPI quantum dot color conversion array by lift-off","authors":"Qi Song,&nbsp;Jingrui Ma,&nbsp;Depeng Li,&nbsp;Chengcheng Li,&nbsp;Pai Liu,&nbsp;Xiao Wei Sun","doi":"10.1002/jsid.2027","DOIUrl":"https://doi.org/10.1002/jsid.2027","url":null,"abstract":"<p>This study explores the application of lift-off process for the patterning of quantum dot (QD) pixels using CdSe/ZnS core-shell colloidal QDs. The evaluation of the influence of different solvent and binder systems on the effectiveness of the pixelation is detaily discussed. By optimizing the solvent and binder combination, the fabrication of multi-color QD patterns with pixel sizes ranging from 5 to 200 μm were demonstrated, achieving blue light conversion efficiencies exceeding 18% and 25% for red and green pixels. It is also improved pixel uniformity, stability, and resolution, lying the foundation for the development of ultra-high-resolution, QD Micro-LED display. However, challenges remain in maximizing the utilization of blue light and packaging of QD layers. Future research will aim to develop high-quality QD inks suitable for photoresist lift-off and optimize the QD Micro-LED system to further enhance the performance and stability of QD-based displays.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"198-205"},"PeriodicalIF":1.7,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143787007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low half-wave-voltage and high-bandwidth thin-film lithium niobate electro-optic modulator
IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-07 DOI: 10.1002/jsid.2026
Guanbao Zhao, Jinbiao Xiao

Hybrid silicon and lithium niobate (LN) photonic integration platform has emerged as a promising candidate to combine the scalability of silicon photonic with the high modulation performance of LN. With the rapid development of virtual reality, data communication, and high-definition video, the core optical modulator has been upgraded to ultrahigh-bandwidth (BW) and low half-wave voltage (Vπ). Low Vπ and high-BW LN modulators have been demonstrated, with applications ranging from microwave photonics to quantum interfaces. However, due to the simulation design, material selection, and preparation process, the values of BW and voltage are not satisfactory, whose Vπ of 2.2 V and BW of 67 GHz indicators are not excellent. We successfully prepared monolithically integrated TFLNM that feature a CMOS-compatible bias voltage, support data rates up to 110 GHz and half-wave-voltage down to 2 V. We achieve this by designing high BW and low voltage, high-quality preparation, advanced testing, and characterization platform. Notably, the results from physical objects align closely with those from Lumerical INTERCONNECT simulations. Overall, our study has almost doubled the BW of TFLNM reported so far, and Vπ has decreased from 2.2 to 2 V.

硅和铌酸锂(LN)混合光子集成平台是一种很有前途的候选平台,它结合了硅光子的可扩展性和铌酸锂的高调制性能。随着虚拟现实、数据通信和高清视频的快速发展,核心光调制器已升级为超高频宽(BW)和低半波电压(V π)。低 V π 和高带宽 LN 调制器已经得到验证,应用范围包括微波光子学和量子接口。然而,由于仿真设计、材料选择和制备工艺等原因,BW 值和电压值并不理想,其 V π 为 2.2 V,BW 为 67 GHz,指标并不出色。我们成功制备了单片集成的 TFLNM,其偏置电压与 CMOS 兼容,支持高达 110 GHz 的数据传输速率,半波电压低至 2 V。我们通过设计高BW、低电压、高质量制备、先进测试和表征平台实现了这一目标。值得注意的是,物理对象的结果与 Lumerical INTERCONNECT 仿真的结果非常吻合。总体而言,我们的研究几乎将迄今为止报道的 TFLNM 波长提高了一倍,V π 从 2.2 V 降至 2 V。
{"title":"Low half-wave-voltage and high-bandwidth thin-film lithium niobate electro-optic modulator","authors":"Guanbao Zhao,&nbsp;Jinbiao Xiao","doi":"10.1002/jsid.2026","DOIUrl":"https://doi.org/10.1002/jsid.2026","url":null,"abstract":"<p>Hybrid silicon and lithium niobate (LN) photonic integration platform has emerged as a promising candidate to combine the scalability of silicon photonic with the high modulation performance of LN. With the rapid development of virtual reality, data communication, and high-definition video, the core optical modulator has been upgraded to ultrahigh-bandwidth (BW) and low half-wave voltage (\u0000<span></span><math>\u0000 <msub>\u0000 <mi>V</mi>\u0000 <mi>π</mi>\u0000 </msub></math>). Low \u0000<span></span><math>\u0000 <msub>\u0000 <mi>V</mi>\u0000 <mi>π</mi>\u0000 </msub>\u0000 <mspace></mspace></math> and high-BW LN modulators have been demonstrated, with applications ranging from microwave photonics to quantum interfaces. However, due to the simulation design, material selection, and preparation process, the values of BW and voltage are not satisfactory, whose \u0000<span></span><math>\u0000 <msub>\u0000 <mi>V</mi>\u0000 <mi>π</mi>\u0000 </msub></math> of 2.2 V and BW of 67 GHz indicators are not excellent. We successfully prepared monolithically integrated TFLNM that feature a CMOS-compatible bias voltage, support data rates up to 110 GHz and half-wave-voltage down to 2 V. We achieve this by designing high BW and low voltage, high-quality preparation, advanced testing, and characterization platform. Notably, the results from physical objects align closely with those from Lumerical INTERCONNECT simulations. Overall, our study has almost doubled the BW of TFLNM reported so far, and \u0000<span></span><math>\u0000 <msub>\u0000 <mi>V</mi>\u0000 <mi>π</mi>\u0000 </msub>\u0000 <mspace></mspace></math> has decreased from 2.2 to 2 V.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 4","pages":"181-197"},"PeriodicalIF":1.7,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143786991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of the Society for Information Display
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1