{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T13:33:17Z","timestamp":1762867997073,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,2]],"date-time":"2019-10-02T00:00:00Z","timestamp":1569974400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,10,2]]},"DOI":"10.1145\/3368756.3369039","type":"proceedings-article","created":{"date-parts":[[2019,12,18]],"date-time":"2019-12-18T13:21:21Z","timestamp":1576675281000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Breast cancer image segmentation and classification"],"prefix":"10.1145","author":[{"given":"Ichrak","family":"Khoulqi","sequence":"first","affiliation":[{"name":"Sultan Moulay Slimane University, Beni Mellal Morrocco"}]},{"given":"Najlae","family":"Idrissi","sequence":"additional","affiliation":[{"name":"Sultan Moulay Slimane University, Beni Mellal Morrocco"}]}],"member":"320","published-online":{"date-parts":[[2019,10,2]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"National Cancer Day. November 2018. Collective will to fight this devastating disease (FR).  National Cancer Day. November 2018. Collective will to fight this devastating disease (FR)."},{"key":"e_1_3_2_1_2_1","unstructured":"National Cancer Institute. March 2016 Edition. Breast Cancers.  National Cancer Institute. March 2016 Edition. Breast Cancers."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"Tingberg Anders Fornvik Daniel Mattsson S\u00f6ren Svahn Tony Timberg Zackrisson Sophia. 2011. Breast cancer screening with tomosynthesis-Initial experiences Radiation protection dosimetry 181--182.  Tingberg Anders Fornvik Daniel Mattsson S\u00f6ren Svahn Tony Timberg Zackrisson Sophia. 2011. Breast cancer screening with tomosynthesis-Initial experiences Radiation protection dosimetry 181--182.","DOI":"10.1093\/rpd\/ncr296"},{"key":"e_1_3_2_1_5_1","volume-title":"Cetin and Rashid Ansari. Edition","author":"Gurcan M.","year":"1997","unstructured":"M. Gurcan , Y. Yardimci , A. Enis , Cetin and Rashid Ansari. Edition August 1997 . Detection of Microcalcifications in Mammograms Using Higher Order Statistics. IEEE Signal Processing Letters, VOL. 4, NO. 8. M.Gurcan, Y.Yardimci, A. Enis, Cetin and Rashid Ansari. Edition August 1997. Detection of Microcalcifications in Mammograms Using Higher Order Statistics. IEEE Signal Processing Letters, VOL. 4, NO. 8."},{"key":"e_1_3_2_1_6_1","unstructured":"T. Balakumaran Dr.ILA.Vennila C. Gowri Shankar. 2010 Edition. Detection of Microcalcification in Mammograms Using Wavelet Transform and Fuzzy Shell Clustering. International Journal of Computer Science and Information Security.  T. Balakumaran Dr.ILA.Vennila C. Gowri Shankar. 2010 Edition. Detection of Microcalcification in Mammograms Using Wavelet Transform and Fuzzy Shell Clustering. International Journal of Computer Science and Information Security."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.9790\/2834-09316571"},{"key":"e_1_3_2_1_8_1","unstructured":"A.K Singh B. Gupta. 2015. A Novel Approach for Breast Cancer Detection and Segmentation in a Mammogram. Eleventh International Multi-Conference on Information Processing-2015 (IMCIP-2015).  A.K Singh B. Gupta. 2015. A Novel Approach for Breast Cancer Detection and Segmentation in a Mammogram. Eleventh International Multi-Conference on Information Processing-2015 (IMCIP-2015)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"D.Pereira R.Ramos M.Zanchetta do Nascimento. 2014. Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm. Computer methods and programs in biomedecine 114 (2014)88--101.  D.Pereira R.Ramos M.Zanchetta do Nascimento. 2014. Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm. Computer methods and programs in biomedecine 114 (2014)88--101.","DOI":"10.1016\/j.cmpb.2014.01.014"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.04.106"},{"key":"e_1_3_2_1_12_1","article-title":"Automated medical image segmentation techniques","author":"Sharma N.","year":"2011","unstructured":"N. Sharma , M. Aggarwal . February 2011 . Automated medical image segmentation techniques . Journal of Medical Physics, 3--14. N.Sharma, M. Aggarwal. February 2011. Automated medical image segmentation techniques. Journal of Medical Physics, 3--14.","journal-title":"Journal of Medical Physics, 3--14."},{"key":"e_1_3_2_1_13_1","unstructured":"N.Hauti\u00e8re D.Aubert and M.Jourlin. Measurement of local contrast in images Application to the measurement of visibility distance through use of an on board camera. LIVIC-Laboratory on vehicle Interactions drivers Infrastructure And Laboratory Signal processing and instrumentation. signal processing 2006_volume 23_number 2 3.  N.Hauti\u00e8re D.Aubert and M.Jourlin. Measurement of local contrast in images Application to the measurement of visibility distance through use of an on board camera. LIVIC-Laboratory on vehicle Interactions drivers Infrastructure And Laboratory Signal processing and instrumentation. signal processing 2006_volume 23_number 2 3."},{"key":"e_1_3_2_1_14_1","unstructured":"S.Beucher et F.Meyer. 1993. Mathematical Morphology in Image Processing chapter the morphological approach to segmentation: the watershed transformation 437--453.  S.Beucher et F.Meyer. 1993. Mathematical Morphology in Image Processing chapter the morphological approach to segmentation: the watershed transformation 437--453."},{"key":"e_1_3_2_1_15_1","unstructured":"S.Thapar S.Garg. 2012. Study and Implementation of various morphology based image contrast enhanecement techniques. CSE Department IT Department 2--5.  S.Thapar S.Garg. 2012. Study and Implementation of various morphology based image contrast enhanecement techniques. CSE Department IT Department 2--5."},{"key":"e_1_3_2_1_16_1","volume-title":"Computer Methods in Images Analysis","author":"Pavlidis S.L.","year":"1977","unstructured":"S.L. Horowitz et T. Pavlidis . Picture segmentation by a directed split and merge procedure . Computer Methods in Images Analysis , 1977 . S.L. Horowitz et T. Pavlidis. Picture segmentation by a directed split and merge procedure. Computer Methods in Images Analysis, 1977."},{"key":"e_1_3_2_1_17_1","unstructured":"L.Houam. December 2012. Contribution to the analysis of X-ray textures of Osseuses for the early diagnosis of osteoporosis. Doctoral thesis 78--79.  L.Houam. December 2012. Contribution to the analysis of X-ray textures of Osseuses for the early diagnosis of osteoporosis. Doctoral thesis 78--79."},{"volume-title":"Navigation in image databases: taking into account texture attributes","author":"Idrissi N.","key":"e_1_3_2_1_18_1","unstructured":"N. Idrissi . October 2008. Navigation in image databases: taking into account texture attributes , University of Nantes. Doctoral thesis , 36--38. N. Idrissi. October 2008. Navigation in image databases: taking into account texture attributes, University of Nantes. Doctoral thesis, 36--38."},{"key":"e_1_3_2_1_19_1","unstructured":"W. Lahbibi. 2013. Algorithm KNN : K-nearest neighbor.  W. Lahbibi. 2013. Algorithm KNN : K-nearest neighbor."},{"key":"e_1_3_2_1_20_1","unstructured":"O. Bousquet. November 2001. Introduction to Vector Machine Support (SVM).  O. Bousquet. November 2001. Introduction to Vector Machine Support (SVM)."},{"key":"e_1_3_2_1_21_1","unstructured":"R. Mar\u00e9e. 2005. Automatic classification of images by decision tree 38--39.  R. Mar\u00e9e. 2005. Automatic classification of images by decision tree 38--39."},{"key":"e_1_3_2_1_22_1","article-title":"Comparison of Image Quality Assessment: PSNR, HVS, SSIM","volume":"3","author":"Al-Najjar Yusra","year":"2012","unstructured":"Yusra Al-Najjar , Dr. Der Chen Soong . August 2012 . Comparison of Image Quality Assessment: PSNR, HVS, SSIM , UIQI. International Journal of Scientific & Engineering Research , Volume 3 , Issue 8, August-2012 ISSN 2229--5518,2. Yusra Al-Najjar, Dr. Der Chen Soong. August 2012. Comparison of Image Quality Assessment: PSNR, HVS, SSIM, UIQI. International Journal of Scientific & Engineering Research, Volume 3, Issue 8, August-2012 ISSN 2229--5518,2.","journal-title":"UIQI. International Journal of Scientific & Engineering Research"},{"volume-title":"School of Electrical and Computer Engineering","author":"Rouse D.","key":"e_1_3_2_1_23_1","unstructured":"D. Rouse and S. Hemami . The Role of edge information to estimate the perceived utility of natural images. Visual Communications Lab , School of Electrical and Computer Engineering , Cornell University , Ithaca, NY 14853, 2--3. D.Rouse and S. Hemami. The Role of edge information to estimate the perceived utility of natural images. Visual Communications Lab, School of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14853, 2--3."},{"key":"e_1_3_2_1_24_1","unstructured":"K.O.Babalola B.Patenaude P.Aljabar J.Schnabel D.Kennedy W.Crum S.Smith T.F.Cootes M.Jenkinson and D.Reuckert. Comparison and evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI. Division of Imaging Science and Biomedical Engineering (ISBE) 3--4.  K.O.Babalola B.Patenaude P.Aljabar J.Schnabel D.Kennedy W.Crum S.Smith T.F.Cootes M.Jenkinson and D.Reuckert. Comparison and evaluation of Segmentation Techniques for Subcortical Structures in Brain MRI. Division of Imaging Science and Biomedical Engineering (ISBE) 3--4."}],"event":{"name":"SCA2019: The Fourth International Conference on Smart City Applications","acronym":"SCA2019","location":"Casablanca Morocco"},"container-title":["Proceedings of the 4th International Conference on Smart City Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3368756.3369039","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3368756.3369039","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:23:27Z","timestamp":1750202607000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3368756.3369039"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,2]]},"references-count":22,"alternative-id":["10.1145\/3368756.3369039","10.1145\/3368756"],"URL":"https:\/\/doi.org\/10.1145\/3368756.3369039","relation":{},"subject":[],"published":{"date-parts":[[2019,10,2]]},"assertion":[{"value":"2019-10-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}