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International Journal of Multimedia Computing, 2022, 3(3); doi: 10.38007/IJMC.2022.030304.

Image Processing Technology in Emission of Intelligent Traffic Diesel Vehicle


Fawan Almulihi

Corresponding Author:
Fawan Almulihi

American University of Afghanistan, Afghanistan


Traditional smoke measurement methods for diesel vehicles mainly include Lingman blackness telescope and smoke meter. The Lingman Blackness Telescope uses a binocular prism telescope system. On the telescope partition board, a gray scale step block with corresponding Lingman smoke concentration of 1-5 level is made, and the transparent part is O level. The observer compares the smoke target with the gray gradient block through the left eyepiece of the telescope to determine the standard grade of smoke blackness. Smoke is divided into sampling part and measuring part. In the sampling part, the sampling cylinder extracts a certain volume of smoke from the exhaust pipe so that it passes through a certain area of white filter paper, so the particulate matter in the exhaust gas adheres to the filter paper and makes the filter paper black. Then, the smoke traces on the filter paper are measured by photoelectric detection device to evaluate the exhaust smoke of diesel engine. The above method can measure the smoke level of diesel vehicle exhaust to a certain extent, but it has great application limitations in practice, or cannot be applied in practice. For example, (I) Although the level of diesel vehicle exhaust smoke can be measured with the Lingman blackness telescope, it cannot record the level of diesel vehicle exhaust smoke and the relevant information of the vehicle; (2) The Lingman blackness telescope must be measured manually. It is time-consuming and laborious, and it is impossible for traffic police to observe every vehicle 24 hours with Lingman blackness telescope; (3) Smokemeter can only measure static diesel vehicles, but cannot measure driving vehicles. In view of the above problems, this paper introduces digital image processing technology, through the analysis of digital image of diesel vehicle exhaust, realizes the dynamic detection of diesel vehicle exhaust.


Intelligent Transportation, Image Processing, Exhaust Gas Monitoring, Wavelet Transform

Cite This Paper

Fawan Almulihi. Image Processing Technology in Emission of Intelligent Traffic Diesel Vehicle. International Journal of Multimedia Computing  (2022), Vol. 3, Issue 3: 47-62. https://doi.org/10.38007/IJMC.2022.030304.


[1] M. Valencia,E. López,S. Andrade,Iris M.L.,N. Guillén Hurtado,V. Rico Pérez,A. García García,C. Salinas Martínez de Lecea,A. Bueno López. Evidences of the Cerium Oxide-Catalysed DPF Regeneration in a Real Diesel Engine Exhaust. Topics in Catalysis. 2013 (1). DOI:10.1007/s11244-013-9995-3

[2] Mele,Jim. Daimler sees strong long-term outlook for global truck market. Fleet Owner. 2012

[3] Brett C Meyer,Rema Raman,Thomas Hemmen,Richard Obler,Justin A Zivin,Ramesh Rao,Ronald G Thomas,Patrick D Lyden. Efficacy of site-independent telemedicine in the STRokE DOC trial: a randomised, blinded, prospective study. Lancet Neurology. 2008 (9). DOI:10.1016/S1474-4422(08)70171-6

[4] Jobe A J. The new BPD: an arrest of lung development. Pediatric Research. 1999

[5] Luyet Cédric,Burri Peter H,Schittny Johannes C. Suppression of cell proliferation and programmed cell death by dexamethasone during postnatal lung development. American journal of physiology. Lung cellular and molecular physiology. 2002. DOI:10.1152/ajplung.00406.2000

[6] Jeffery P K. Structural and inflammatory changes in COPD: a comparison with asthma. Thorax. 1998. DOI:10.1136/thx.53.2.129

[7] S Zhou. Study on Reducing NOx Emission from Diesel Engine. Plos One. 2013

[8] D Haupt. Investigating the potential to obtain low emissions from a diesel engine running on ethanol and equipped with EGR,catalyst and DPF. 2011

[9] G Zheng,A Kotrba. Overview of large diesel engine aftertreatment system development. Diesel Exhaust Emissions Control. 2012. DOI:10.4271/2012-01-1960

[10] Hai-Dong Yuan. Blind Forensics of Median Filtering in Digital Images. IEEE Transactions on Information Forensics and Security. 2011. DOI:10.1109/TIFS.2011.2161761

[11] Heng Yao,Shuozhong Wang,Yan Zhao. Detecting Image Forgery Using Perspective Constraints. IEEE Signal Processing Letters. 2012. DOI:10.1109/LSP.2011.2182191

[12] Tomas Pevny,Patrick Bas,Jessica Fridrich. Steganalysis by Subtractive Pixel Adjacency Matrix. Ieee Transactions on Information Forensics and Security. 2010.

[13] H. Y. Sun. The application of barcode technology in logistics and warehouse management. First International Workshop on Education Technology and Computer Science. 2009.

[14] Lu Xiangju,Fan Guoliang,Wang Yunkuan. A robust barcode reading method based on image analysis of a hierarchical feature classification. 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems. 2006.

[15] Zhang Chunhui,Wang Jian,Hanshi,et al. Automatic real-time barcode localization in complex scenes. IEEE International Conference on Image Processing. 2006.

[16] Sirithinaphong T,Chamnongthai K. Extraction of car license plate using motor vehicle regulation and character pattern recognition. IEEE Circuits and Systems Magazine. 1998.

[17] Zheng, Qinfen,Chellappa, Rama. Computational vision approach to image registration. IEEE Transactions on Image Processing. 1993.

[18] Bai Xiangzhi,Zhou Fugen. Multi scale top-hat transform based algorithm for image enhancement. 2010 IEEE 10th International Conference on Signal Processing(ICSP). 2010.

[19] Rafael C Gonzalez,Richard E Woods. Digital Image Processing. 2002.

[20] Brownrigg D R K. The weighted median filter. Communications of the Association for Computing Machinery. 1984.

[21] Ko S J,Lee Y H. Center weighted median filters and their application to image enhancement. IEEE Transactions on Circuits Systems. 1991. DOI:10.1109/31.83870

[22] Branko N. Huisa,Rema Raman,Karin Ernstrom,Gilda Tafreshi,Andrew Stemer,Brett C. Meyer,Thomas Hemmen.  Alberta Stroke Program Early CT Score (ASPECTS) in Patients With Wake-Up Stroke. Journal of Stroke and Cerebrovascular Diseases. 2010(6). DOI:10.1016/j.jstrokecerebrovasdis.2010.03.003

[23] Michael C. Donohue,Chung-Kai Sun,Rema Raman,Philip S. Insel,Paul S. Aisen. Cross-validation of optimized composites for preclinical Alzheimer. Alzheimer’s & Dementia: Translational Research & Clinical Interventions. DOI:10.1016/j.trci.2016.12.001

[24] Brett C. Meyer,Rema Raman,Karin Ernstrom,Gilda M. Tafreshi,Branko Huisa,Andrew B. Stemer,Thomas M. Hemmen. Assessment of Long-Term Outcomes for the STRokE DOC Telemedicine Trial. Journal of Stroke and Cerebrovascular Diseases. 2012(4). DOI:10.1016/j.jstrokecerebrovasdis.2010.08.004

[25] Brett C Meyer,Rema Raman,Thomas Hemmen,Richard Obler,Justin A Zivin,Ramesh Rao,Ronald G Thomas,Patrick D Lyden. Efficacy of site-independent telemedicine in the Stroke DOC trial: a randomised, blinded, prospective study. Lancet Neurology. 2008(9). DOI:10.1016/S1474-4422(08)70171-6

[26] Kama Z. Guluma,Lin Liu,Thomas M. Hemmen,Aninda B. Acharya,Karen S. Rapp,Rema Raman,Patrick D. Lyden. Therapeutic hypothermia is associated with a decrease in urine output in acute stroke patients. Resuscitation. 2010(12). DOI:10.1016/j.resuscitation.2010.08.003

[27] Pierre N. Tariot,Rema Raman,Laura Jakimovich,Lon Schneider,Anton Porsteinsson,Ronald Thomas,Jacobo Mintzer,Ronald Brenner,Kim Schafer,Leon Thal. Divalproex Sodium in Nursing Home Residents With Possible or Probable Alzheimer Disease Complicated by Agitation.The American Journal of Geriatric Psychiatry. 2005(11). DOI:10.1097/00019442-200511000-00004

[28] Kunal Agrawal,Rema Raman,Karin Ernstrom,Robert Joseph Claycomb,Dawn Matherne Meyer,Thomas Martin Hemmen,Royya Fatima Modir,Pranav Kachhi,Brett Cowan Meyer. Accuracy of Stroke Diagnosis in Telestroke-Guided Tissue Plasminogen Activator Patients. Journal of Stroke and Cerebrovascular Diseases. 2016(12). DOI:10.1016/j.jstrokecerebrovasdis.2016.08.009

[29]Thomas M. Hemmen,Karen S. Rapp,Jennifer A. Emond,Rema Raman,Patrick D. Lyden. Analysis of the National Institute of Neurological Disorders and Stroke Tissue Plasminogen Activator Studies Following European Cooperative Acute Stroke Study III Patient Selection Criteria. Journal of Stroke and Cerebrovascular Diseases. 2009(4). DOI:10.1016/j.jstrokecerebrovasdis.2009.06.001

[30] Branko N. Huisa,Rema Raman,Will Neil,Karin Ernstrom,Thomas M. Hemmen. Intravenous Tissue Plasminogen Activator for Patients with Minor Ischemic Stroke.Journal of Stroke and Cerebrovascular Diseases. 2012(8). DOI:10.1016/j.jstrokecerebrovasdis.2011.03.009

[31] Brett C. Meyer,Rema Raman,Marcus R. Chacon,Matt Jensen,Janet D. Werner. Reliability of Site-Independent Telemedicine when Assessed by Telemedicine-Naive Stroke Practitioners. Journal of Stroke and Cerebrovascular Diseases. 2008(4). DOI:10.1016/j.jstrokecerebrovasdis.2008.01.008

[32] Li Jian Feng,Huang Yi Fan,Ding Yong,Yang Zhi Lin,Li Song Bo,Zhou Xiao Shun,Fan Feng Ru,Zhang Wei,Zhou Zhi You,Wu De Yin,Ren Bin,Wang Zhong Lin,Tian Zhong Qun. Shell-isolated nanoparticle-enhanced Raman spectroscopy. Nature. 2010. DOI:10.1038/nature08907

[33] Almeida M R,Oliveira K D S,Stephani R,et al. Fourier-transform Raman analysis of milk powder:a potential method for rapid quality screening. J.Raman Spectrosc. 2011. DOI:10.1002/jrs.2893

[34] Chen, Jianbo,Zhou, Qun,Noda, Isao,Sun, Suqin. Quantitative classification of two-dimensional correlation spectra. Applied Spectroscopy. 2009. DOI:10.1366/000370209788964520