首页 > 最新文献

Journal of the Society for Information Display最新文献

英文 中文
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 在一个6T1M2C像素电路中,脉冲幅度和脉宽的同步调制通过多模态晶体管中电荷注入和传输的单独定时控制实现
IF 2.2 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.

新兴的微型发光二极管(microLED)显示器承诺高亮度、延长寿命和高像素密度。然而,为了达到所需的色彩精度,微型led需要恒流驱动,这可能导致更高像素亮度下的波长偏移。这对像素电路设计提出了挑战。驱动方案必须改变发射持续时间(即脉冲宽度调制,PWM)以防止波长移位,并且还必须包括电流大小控制元件(脉冲幅度调制,PAM)以进行微调。这导致了复杂的信号,大的占地面积,以及由众多晶体管引起的多种变异性来源,这些共同降低了实现的效率。在这里,我们提出了一个6T1M2C像素电路,它利用多模态薄膜晶体管(MMT)的特性同时实现PWM和PAM,而不是在混合配置中,同时还执行阈值补偿。MMT是第一个允许将注入(电流大小)与通道传导状态(时序)分离的晶体管,为设计具有更低复杂性的像素电路提供了更高的自由度。这个概念验证TCAD实现展示了基于mmt的同步PWM和PAM电路的优点,具有紧凑的器件占地面积、降低的电路复杂性和节能特性。
{"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":"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":2.2,"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 虚拟现实中舒适交互深度感知的实验研究
IF 2.2 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.

虚拟现实显示器基于双眼视差原理,通过视觉系统对双眼视差进行融合处理,再现虚拟场景的空间信息,旨在创造高度沉浸式的虚拟环境。然而,由于VR显示器和现实世界场景之间的差异,以符合用户自然深度感知原则的方式在VR显示器中渲染的挑战尚未得到充分解决。本文测量了头戴式显示器(HMD)中RGB通道的虚拟图像距离(VID),并根据测量的VID值设计了基于随机点立体图(RDS)的深度感知实验。采用心理物理方法确定了VR系统的深度感知舒适融合阈值,结果表明,未交叉视差的舒适度融合阈值明显低于交叉视差的舒适度融合阈值。此外,与其他虚拟深度相比,在确定虚拟深度场景中的用户交互性能显示,反应时间减少了12.94%,准确性提高了16.86%。我们的研究结果进一步理解了VR显示器的舒适深度视觉呈现,这对于增强用户体验和促进VR技术在各种应用中的广泛采用至关重要。
{"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":"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":2.2,"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 基于遗传算法的可折叠OLED面板结构优化
IF 2.2 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":"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":2.2,"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 利用双铁电液晶百叶窗进行光场三维显示的时间复用方法
IF 2.2 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.

超快液晶光阀广泛应用于高刷新率显示和光束控制和整形应用。铁电液晶的特点是在5v电压驱动下能够实现微秒级的响应时间,特别适合于阵列型液晶光阀,如显示屏或可调液晶光栅。本研究采用高对比度(~ 1000:1)、超快响应时间(<20 μs)、低工作电压(5 V)下极性依赖二进制开关的优化铁电液晶材料,开发了一种适用于时序光场3D显示的阵列液晶光阀。结合高帧率显示屏,可实现无分辨率损失的裸眼3D显示。分析并解决了阵列光阀运行过程中铁电液晶独立控制的难题,研制出与传统液晶驱动方案兼容的阵列型超快铁电液晶光阀。
{"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":"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":2.2,"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 使用色域环交叉点在标准色彩空间中显示可再现的对象颜色
IF 2.2 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.

输出介质对物体颜色的覆盖是了解色彩再现的局限性所必需的。然而,在3D色彩空间中呈现的复杂形状可能会带来挑战。即使它们的3D绘图轴被旋转,它们的形状和大小通常也很难理解。在这项研究中,选择真实对象和理论对象的色域作为参考色域,并使用色域环(一种2D可视化方法,允许在明度、色度和色调范围内量化色彩能力)与一些标准的三色空间进行比较。此外,标准色域和参考对象色域之间的色域交叉点在环上按比例表示,以方便对标准色域的色彩能力进行直接评估。
{"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":"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":2.2,"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 用于显示的量子点:三个关键里程碑的回顾
IF 2.2 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.

2023年诺贝尔化学奖授予Aleksey Yekimov、Louis Brus教授和Moungi Bawendi教授,以表彰他们在发现和合成量子点(QD)方面的开创性工作。量子点已成为现代显示器的主要材料组成部分,最初是2013年开始用于商用LCD产品,最近则用于新一代量子点发光二极管(QD-OLED)电视。诺贝尔奖主要是颁给上世纪90年代之前(包括90年代在内)的化学研究成果,当时液晶电视显示仍然是一项未来的技术。在这篇综述中,我们将探索历史上的三个时刻,这些时刻导致了当前的量子点商业展示时代,这些时代建立在20世纪90年代辉煌的科学基础上,并导致了2023年诺贝尔化学奖。
{"title":"Quantum dots for display: A review of three key milestones","authors":"Seth Coe-Sullivan","doi":"10.1002/jsid.2028","DOIUrl":"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":2.2,"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 PR-YOLOv9:改进的热压导光板缺陷检测网络
IF 2.2 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":"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":2.2,"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 超过1500 PPI的量子点颜色转换阵列由升空
IF 2.2 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.

本研究探讨了利用CdSe/ZnS核壳胶体量子点进行量子点(QD)像素图像化的升空过程。详细讨论了不同溶剂体系和粘合剂体系对像素化效果的影响。通过优化溶剂和粘合剂的组合,制备了像素尺寸在5 ~ 200 μm之间的多色量子点图案,实现了红色和绿色像素的蓝光转换效率分别超过18%和25%。它还提高了像素均匀性、稳定性和分辨率,为超高分辨率、QD Micro-LED显示屏的发展奠定了基础。然而,最大限度地利用蓝光和封装量子点层仍然存在挑战。未来的研究将致力于开发适合光刻胶剥离的高质量QD墨水,并优化QD Micro-LED系统,以进一步提高基于QD的显示器的性能和稳定性。
{"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":"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":2.2,"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 低半波电压、高带宽铌酸锂薄膜电光调制器
IF 2.2 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":"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":2.2,"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
Fist-sized aerial volumetric display with femtosecond laser drawing 拳头大小的空中体积显示与飞秒激光绘图
IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-07 DOI: 10.1002/jsid.2025
Kota Kumagai, Tatsuki Mori, Yoshio Hayasaki

Images drawn in the air will be effective for the projection of a person or an avatar in telecommunication and man–machine communication. Direct drawing with femtosecond laser pulses can generate images anywhere without any special materials; therefore, there are fewer restrictions on image display location. The biggest challenge in research and development is to increase the display size. To increase the display size, it is necessary to make the objective lens have a longer focal length (lower numerical aperture), but increasing the focal length is accompanied by a decrease in excitation efficiency due to an increase in the focused size. Therefore, by measuring the luminous intensity and luminous size using lenses with several focal lengths, the possibility of realizing a display with a centimeter-sized (fist-sized) volume using a lens with a focal length of 100 mm was found. By reconstructing the optical system of the aerial volumetric display using a lens with a focal length of 100 mm, a drawing range of 68 mm on average in the lateral direction and 42 mm in the axial direction was achieved.

在空中绘制的图像对于在通信和人机通信中投影人或化身是有效的。利用飞秒激光脉冲直接绘图,无需任何特殊材料即可在任何地方生成图像;因此,对图像显示位置的限制较少。研究开发的最大挑战是增加显示尺寸。为了增加显示尺寸,需要使物镜具有更长的焦距(更小的数值孔径),但是焦距的增加伴随着聚焦尺寸的增加而导致激发效率的降低。因此,通过使用多个焦距的透镜测量发光强度和发光尺寸,发现了使用焦距为100 mm的透镜实现厘米(拳头大小)体积显示的可能性。利用焦距为100 mm的透镜对航空体积显示器的光学系统进行重构,实现了横向平均68 mm、轴向平均42 mm的绘制范围。
{"title":"Fist-sized aerial volumetric display with femtosecond laser drawing","authors":"Kota Kumagai,&nbsp;Tatsuki Mori,&nbsp;Yoshio Hayasaki","doi":"10.1002/jsid.2025","DOIUrl":"10.1002/jsid.2025","url":null,"abstract":"<p>Images drawn in the air will be effective for the projection of a person or an avatar in telecommunication and man–machine communication. Direct drawing with femtosecond laser pulses can generate images anywhere without any special materials; therefore, there are fewer restrictions on image display location. The biggest challenge in research and development is to increase the display size. To increase the display size, it is necessary to make the objective lens have a longer focal length (lower numerical aperture), but increasing the focal length is accompanied by a decrease in excitation efficiency due to an increase in the focused size. Therefore, by measuring the luminous intensity and luminous size using lenses with several focal lengths, the possibility of realizing a display with a centimeter-sized (fist-sized) volume using a lens with a focal length of 100 mm was found. By reconstructing the optical system of the aerial volumetric display using a lens with a focal length of 100 mm, a drawing range of 68 mm on average in the lateral direction and 42 mm in the axial direction was achieved.</p>","PeriodicalId":49979,"journal":{"name":"Journal of the Society for Information Display","volume":"33 3","pages":"168-174"},"PeriodicalIF":2.2,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143555040","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:604180095
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