scholarly journals Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors

Sensors ◽  
2021 ◽  
Vol 21 (2) ◽  
pp. 653
Author(s):  
Paweł Pawłowski ◽  
Karol Piniarski ◽  
Adam Dąbrowski

In this paper we present a highly efficient coding procedure, specially designed and dedicated to operate with high dynamic range (HDR) RCCC (red, clear, clear, clear) image sensors used mainly in advanced driver-assistance systems (ADAS) and autonomous driving systems (ADS). The coding procedure can be used for a lossless reduction of data volume under developing and testing of video processing algorithms, e.g., in software in-the-loop (SiL) or hardware in-the-loop (HiL) conditions. Therefore, it was designed to achieve both: the state-of-the-art compression ratios and real-time compression feasibility. In tests we utilized FFV1 lossless codec and proved efficiency of up to 81 fps (frames per second) for compression and 87 fps for decompression performed on a single Intel i7 CPU.

Sensors ◽  
2018 ◽  
Vol 18 (4) ◽  
pp. 1166 ◽  
Author(s):  
Neale Dutton ◽  
Tarek Al Abbas ◽  
Istvan Gyongy ◽  
Francescopaolo Mattioli Della Rocca ◽  
Robert Henderson

Sensors ◽  
2014 ◽  
Vol 14 (12) ◽  
pp. 24132-24145 ◽  
Author(s):  
Yuan Cao ◽  
Xiaofang Pan ◽  
Xiaojin Zhao ◽  
Huisi Wu

2019 ◽  
Vol 22 (3) ◽  
pp. 293-307
Author(s):  
Vu Hong Son

Camera specifications have become smaller and smaller, accompanied with great strides in technology and thinner product demands, which have led to some challenges and problems. One of those problems is that the image quality is reduced at the same time. The decrement of radius lens is also a cause leading to the sensor not absorbing a sufficient amount of light, resulting in captured images which include more noise. Moreover, current image sensors cannot preserve whole dynamic range in the real world. This paper proposes a Histogram Based Exposure Time Selection (HBETS) method to automatically adjust the proper exposure time of each lens for different scenes. In order to guarantee at least two valid reference values for High Dynamic Range (HDR) image processing, we adopt the proposed weighting function that restrains random distributed noise caused by micro-lens and produces a high quality HDR image. In addition, an integrated tone mapping methodology, which keeps all details in bright and dark parts when compressing the HDR image to Low Dynamic Range (LDR) image for display on monitors, is also proposed. Eventually, we implement the entire system on Adlink MXC-6300 platform that can reach 10 fps to demonstrate the feasibility of the proposed technology.  


2009 ◽  
Author(s):  
Leo H. C. Braga ◽  
Suzana Domingues ◽  
José G. Gomes ◽  
Antonio C. Mesquita

2018 ◽  
Vol 65 (7) ◽  
pp. 2932-2938 ◽  
Author(s):  
Shuang Cui ◽  
Zhaohan Li ◽  
Chao Wang ◽  
Xiaotian Yang ◽  
Xinyang Wang ◽  
...  

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