1.22μm 35.6Mpixel RGB Hybrid Event-Based Vision Sensor with 4.88μm-Pitch Event Pixels and up to 10K Event Frame Rate by Adaptive Control on Event Sparsity

计算机视觉 RGB颜色模型 人工智能 像素 计算机科学 帧速率 帧(网络) 图像传感器 事件(粒子物理) 电信 物理 量子力学
作者
Kazutoshi Kodama,Yusuke Sato,Yuhi Yorikado,Raphael Berner,Kyoji Mizoguchi,Takahiro Miyazaki,Masahiro Tsukamoto,Yoshihisa Matoba,Hirotaka Shinozaki,Atsumi Niwa,Tetsuji Yamaguchi,Christian Brändli,Hayato Wakabayashi,Yusuke Oike
出处
期刊: 卷期号:: 92-94 被引量:23
标识
DOI:10.1109/isscc42615.2023.10067520
摘要

Recently, image sensors for mobile devices have shrunk in pixel size and increased in resolution, while there is a strong demand for low-light photography and high-frame-rate video recording with low power. Because smaller pixels result in reduced sensitivity, the exposure time must be increased. However, when capturing fast-moving objects with longer exposure times, blurry images are unavoidable. To solve this problem, bracketing and burst imaging have recently been reported [1]. These techniques combine multiple RGB frames into a single frame. To capture high-speed objects with the same exposure time, the number of frames and output frame rate are increased. As a result, the power consumption increases significantly. Conversely, event-based vision sensors (EVSs) have been proposed as a more efficient means to capture motion information than the existing frame-based RGB sensors [2], [3]. The possibility of effective image enhancement such as deblur and video frame interpolation using a deep neural network (DNN) with RGB and event data have been reported [4], [5]. To satisfy the required image quality, these image-enhancement techniques need RGB characteristics equivalent to advanced mobile RGB sensors and focal alignment on a sensor between RGB and event pixels. To address these issues, this paper proposes a hybrid-type sensor embedding high-frame-rate event pixels with advanced mobile $1.22\mu \mathrm{m}$ RGB pixels in an existing mobile image sensor architecture. To allow image enhancement of the hybrid data in the mobile application processor, efficient packaging of the data in frames and accurate synchronization between RGB and EVS data are required. Therefore, the EVS part of the sensor uses a scan readout access and global detection. The scan readout type EVS has the problem that the frame rate decreases as the number of pixels increases, owing to the limited access speed of event rows and limited bandwidth of the sensor output interface. Therefore, a variable frame rate, which changes the frame rate according to the number of detected events, as well as an event drop filter and event compression to reduce and control the amount of detected data are adopted.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
做实验的猫完成签到,获得积分0
6秒前
小草完成签到 ,获得积分10
8秒前
狗狐狸发布了新的文献求助10
8秒前
16秒前
cdercder的应助被科研通管家采纳,获得10
16秒前
cdercder的应助被科研通管家采纳,获得10
17秒前
aajhajkahna的应助被科研通管家采纳,获得10
17秒前
132324发布了新的文献求助20
23秒前
24秒前
FYK发布了新的文献求助30
29秒前
30秒前
zhy_methane完成签到 ,获得积分10
31秒前
昴星引路完成签到 ,获得积分10
32秒前
文艺的香菱完成签到 ,获得积分20
34秒前
36秒前
柒柒完成签到 ,获得积分10
36秒前
wsj完成签到,获得积分10
37秒前
ira完成签到,获得积分10
39秒前
NexusExplorer的应助被yuntong采纳,获得10
40秒前
爱喝橙汁的紫外线完成签到 ,获得积分10
41秒前
123完成签到 ,获得积分10
47秒前
大方定帮完成签到,获得积分10
52秒前
虚拟的画板完成签到 ,获得积分10
53秒前
馄饨炖饺子完成签到 ,获得积分10
54秒前
安静严青完成签到 ,获得积分10
55秒前
xiaowangwang完成签到 ,获得积分10
57秒前
狗狐狸完成签到,获得积分10
58秒前
朱洪帆发布了新的文献求助10
59秒前
LWJ完成签到 ,获得积分10
1分钟前
涵青夏完成签到 ,获得积分10
1分钟前
两枪一个完成签到 ,获得积分10
1分钟前
烟花弥漫完成签到 ,获得积分10
1分钟前
大胖厨爱吃小炒肉完成签到,获得积分10
1分钟前
英姑的应助被大熊采纳,获得10
1分钟前
HMYX完成签到 ,获得积分10
1分钟前
1分钟前
满意野狼完成签到,获得积分10
1分钟前
月下荷花完成签到 ,获得积分10
1分钟前
天天下雨完成签到 ,获得积分10
1分钟前
高分求助中
(应助此贴封号)通过应助OA文献获取积分 10000
The Student's Guide to Social Neuroscience 800
Rosenblum, Global Change Biology 800
Computational Chemical Reaction Engineering: Modeling, Simulation, and Design with MATLAB 600
Organizational Behavior 510
Management and the Arts 510
Production Logging: Theoretical and Interpretive Elements 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 内科学 物理 有机化学 化学工程 生物化学 复合材料 光电子学 细胞生物学 心理学 量子力学 催化作用 物理化学 电极
热门帖子
关注 科研通微信公众号,转发送积分 7813063
求助须知:如何正确求助?哪些是违规求助? 9343828
关于积分的说明 20519755
捐赠科研通 7405859
什么是DOI,文献DOI怎么找? 3330320
关于科研通互助平台的介绍 2476965
邀请新用户注册赠送积分活动 2349867