Paper Info
Title
9.6 A 1/2.3inch 12.3Mpixel with On-Chip 4.97TOPS/W CNN Processor Back-Illuminated Stacked CMOS Image Sensor
Abstract
Within the Internet of Things (IoT) market, retail, smart city, and so on, the need for camera products which have Artificial Intelligence (AI) processing capabilities is growing. AI processing capability on such edge devices solves some issues of cloud-only computing systems, such as latency, cloud communication, processing cost, and privacy concerns. The market demand for smart cameras with AI processing capabilities includes small size, low cost, low power and ease of installation. However, conventional CMOS Image Sensors (CIS) only output the raw data of the captured image. Therefore, when developing a smart camera that has AI processing capabilities, it is necessary to utilize ICs that include an image signal processor (ISP), CNN processing, DRAM and so on. Unfortunately, this results in system solution that is larger, higher power and more costly.
Year
DOI
Venue
2021
10.1109/ISSCC42613.2021.9365965
2021 IEEE International Solid- State Circuits Conference (ISSCC)
Keywords
DocType
Volume
Internet of Things market,smart city,Artificial Intelligence processing capabilities,AI processing capability,smart camera,image signal processor,CNN processing,IoT market,on-chip CNN processor back-illuminated stacked CMOS image sensor,CIS,edge devices,DRAM,cloud-only computing systems,size 2.3 inch,size 1 inch
Conference
64
ISSN
ISBN
Citations 
0193-6530
978-1-7281-9550-6
2
PageRank 
References 
Authors
0.40
0
12
Name
Order
Citations
PageRank
Ryoji Eki120.40
Satoshi Yamada2142.73
Hiroyuki Ozawa320.40
Hitoshi Kai420.40
Kazuyuki Okuike520.40
Hareesh Gowtham620.40
Hidetomo Nakanishi720.40
Edan Almog820.40
Yoel Livne920.40
Gadi Yuval1020.40
Eli Zyss1120.40
Takashi Izawa1281.73