231 research outputs found
Degradation of higher education in Kazakhstan as an example of post-transitional crisis
It is shown, that objectives of degradation of Higher Education in most part of post-soviet countries are connected with the specific factors appeared at the economical situation appeared at the end of transitional period (transition from planned economy to market one). Decreasing of quality of higher education in such countries as Kazakhstan may be interpreted in frameworks of Baudrillardβs concept of evolution of connection between "The Sign" and "The Reality"; such interpretation directly shows that overcoming of negative trends in post-soviet countries education cannot be realized by traditional administrative instruments. The problem may be solved by taking into account concepts of institutional economy
Constructing the Image of Feminism in Russian Media: A Corpus Study
As any social movement, feminism finds its reflection in the media. Media are a full-fledged institution capable of shaping public consciousness, targeting particular social groups, setting standards of mass behavior, and determining the main directions of social development.Β This research featured Russian news about feminism in terms of event structure.Β Β It covered news headlines published in Russian media in 2014-2021 and retrieved via the Smi2.ru media aggregator. Feminism-related headlines were automatically extracted from a dataset of 8,954 headlines. The subcorpus was analyzed in the Semograph Information System, which made it possible to classify texts, obtain frequency data on certain classes, and establish connections between them. The frequency data analysis was represented as a graphical model of the news space in the field of feminism using the SciVi visualizer. The event and thematic analyses revealed a three-level classification. The media usually informed about events where participants belonged to various social groups that protested against something, e.g., people or performances. The news informed about the actions and reactions of media people and about art sphere. The article introduces a graphical model that shows the links between event components in the headlines. It demonstrated three main areas of action in the field of feminism: art, media, and feminist movements. Each of these fields has its own core and structure. The media sphere appeared to be closed on itself; the art-related news agenda focused mostly on social matters; the field of feminist movements was associated with counteracting and involved descriptions of radical actions. When informing about feminism, the media construct an alternative reality that differs from the real issues that feminism aims at resolving
Effectiveness of using booktrailers for the promotion of literary and artistic works
Π ΡΡΠ°ΡΡΠ΅ ΠΎΡΠ΅Π½ΠΈΠ²Π°Π΅ΡΡΡ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΠΈΠ·Π΄Π°ΡΠ΅Π»ΡΡΠΊΠΈΠΌΠΈ Π΄ΠΎΠΌΠ°ΠΌΠΈ Π±ΡΠΊΡΡΠ΅ΠΉΠ»Π΅ΡΠΎΠ² Π² ΡΠ΅Π»ΡΡ
ΠΏΡΠΎΠ΄Π²ΠΈΠΆΠ΅Π½ΠΈΡ ΠΊΠ½ΠΈΠΆΠ½ΡΡ
Π½ΠΎΠ²ΠΈΠ½ΠΎΠΊ. Π Π°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ ΠΏΠΎΠ»ΠΎΠΆΠΈΡΠ΅Π»ΡΠ½ΡΠ΅ ΠΈ ΠΎΡΡΠΈΡΠ°ΡΠ΅Π»ΡΠ½ΡΠ΅ Π°ΡΠΏΠ΅ΠΊΡΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΡ ΠΏΡΠΎΠΌΠΎΡΠΎΠ»ΠΈΠΊΠΎΠ² Π΄Π»Ρ ΠΊΠΎΠΌΠΌΠ΅ΡΡΠ΅ΡΠΊΠΈΡ
ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΉ. ΠΡΡΠ²Π»Π΅Π½Ρ ΠΎΡΠ½ΠΎΠ²Π½ΡΠ΅ ΡΠ°Π·Π»ΠΈΡΠΈΡ Π² ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠΈ Π±ΡΠΊΡΡΠ΅ΠΉΠ»Π΅ΡΠΎΠ² ΡΠΎΡΡΠΈΠΉΡΠΊΠΈΠΌΠΈ ΠΈ Π·Π°ΡΡΠ±Π΅ΠΆΠ½ΡΠΌΠΈ ΠΈΠ·Π΄Π°ΡΠ΅Π»ΡΡΠΊΠΈΠΌΠΈ Π΄ΠΎΠΌΠ°ΠΌΠΈ. ΠΡΠ΄Π΅Π»ΡΡΡΡΡ ΠΎΡΠ½ΠΎΠ²Π½ΡΠ΅ ΠΎΡΠΈΠ±ΠΊΠΈ Π² ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠΈ ΠΏΡΠΎΠΌΠΎ-ΡΠΎΠ»ΠΈΠΊΠΎΠ² ΡΠΎΡΡΠΈΠΉΡΠΊΠΈΠΌΠΈ ΠΈΠ·Π΄Π°ΡΠ΅Π»ΡΡΡΠ²Π°ΠΌΠΈ. ΠΡΠΈΠ²ΠΎΠ΄ΠΈΡΡΡ Ρ
Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΡΡΠΈΠΊΠ° ΡΠΎΠ»ΠΈΠΊΠΎΠ². ΠΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½ΠΎ ΡΠΎΡΡΠΎΡΠ½ΠΈΠ΅ ΡΠ°Π·Π²ΠΈΡΠΈΡ ΠΎΡΠ΅ΡΠ΅ΡΡΠ²Π΅Π½Π½ΡΡ
ΠΏΡΠΎΠΌΠΎ-ΡΠΎΠ»ΠΈΠΊΠΎΠ² ΠΈ ΠΈΡ
Π²Π»ΠΈΡΠ½ΠΈΡ Π½Π° ΡΠ±ΡΡ Π½ΠΎΠ²ΡΡ
Π»ΠΈΡΠ΅ΡΠ°ΡΡΡΠ½ΡΡ
ΠΏΡΠΎΠΈΠ·Π²Π΅Π΄Π΅Π½ΠΈΠΉ.The effectiveness of the use booktrailers by publishing houses in order to promote book novelties is estimated. Positive and negative aspects of the use of promo-commercials for commercial companies are considered. The main differences in the use of booktrailers by Russian and foreign publishing houses are revealed. As a result, the main mistakes in the use of promo-clips by Russian organizations are highlighted. Based on the analysis of campaigns on the promotion of books and comparison with the sales ranking places, conclusions are drawn about the state of development of domestic promotional videos and their impact on the marketing of new literary works
Parallel operation of solar power station with the power system with regard to energy supply quality
Possibility of parallel working of solar power station with power system is considered in this paper. Power quality parameters of photovoltaic system according GOST are analyzed. Frequency and voltage deviations graphs are presented.Π ΡΡΠ°ΡΡΠ΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅ΡΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΡΠΎΠ²ΠΌΠ΅ΡΡΠ½ΠΎΠΉ ΡΠ°Π±ΠΎΡΡ ΡΠΎΠ»Π½Π΅ΡΠ½ΠΎΠΉ ΡΠ»Π΅ΠΊΡΡΠΎΡΡΠ°Π½ΡΠΈΠΈ Ρ ΡΠ½Π΅ΡΠ³ΠΎΡΠΈΡΡΠ΅ΠΌΠΎΠΉ. ΠΠ½Π°Π»ΠΈΠ·ΠΈΡΡΡΡΡΡ ΠΏΠ°ΡΠ°ΠΌΠ΅ΡΡΡ ΠΊΠ°ΡΠ΅ΡΡΠ²Π° ΡΠ»Π΅ΠΊΡΡΠΎΡΠ½Π΅ΡΠ³ΠΈΠΈ ΡΠΈΡΡΠ΅ΠΌΡ ΡΠΎΡΠΎΡΠ»Π΅ΠΊΡΡΠΈΡΠ΅ΡΠΊΠΈΡ
ΠΏΡΠ΅ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ ΡΠΎΠ³Π»Π°ΡΠ½ΠΎ ΠΠΠ‘Π’. ΠΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Ρ Π³ΡΠ°ΡΠΈΠΊΠΈ ΠΊΠΎΠ»Π΅Π±Π°Π½ΠΈΠΉ Π½Π°ΠΏΡΡΠΆΠ΅Π½ΠΈΡ ΠΈ ΡΠ°ΡΡΠΎΡΡ
ΠΠ²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΈΠΉ ΠΌΠ΅ΡΠΎΠ΄ Π°Π½Π°Π»ΠΈΠ·Π° ΠΌΡΠ»ΡΡΠΈΡΠΏΠ΅ΠΊΡΡΠ°Π»ΡΠ½ΡΡ ΠΊΠΎΠ»ΡΠΏΠΎΡΠΊΠΎΠΏΠΈΡΠ΅ΡΠΊΠΈΡ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ Π΄Π»Ρ ΡΠ΅Π»Π΅Π²ΠΈΠ·ΠΈΠΎΠ½Π½ΠΎΠΉ ΡΠΈΡΡΠ΅ΠΌΡ Π΄ΠΈΠ°Π³Π½ΠΎΡΡΠΈΠΊΠΈ ΡΠ°ΠΊΠ° ΡΠ΅ΠΉΠΊΠΈ ΠΌΠ°ΡΠΊΠΈ
Automated method of fluorescence images analysis obtained by excitation radiation with a wavelength of 360 and 390 nm is proposed. The method allows to detect the status of tissues of cervix: normal, chronic nonspecific inflammation (CNI) and cervical intraepithelial neoplasia (CIN), and build differential map pathology. For the border CIN/CNI achieved a sensitivity of 87 % and specificity 71 %. The method includes a specific preprocessing of the original images: combining images taken in different lighting conditions and highlight the area of interest. Features of the method are the use of a combination of features calculated for images of different types, and decision rule for classification based data mining techniques.ΠΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΈΠΉ ΠΌΠ΅ΡΠΎΠ΄ Π°Π½Π°Π»ΠΈΠ·Π° ΡΠ»ΡΠΎΡΠ΅ΡΡΠ΅Π½ΡΠ½ΡΡ
ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ, ΠΏΠΎΠ»ΡΡΠ΅Π½Π½ΡΡ
ΠΏΡΠΈ Π²ΠΎΠ·Π±ΡΠΆΠ΄Π°ΡΡΠΈΡ
ΠΈΠ·Π»ΡΡΠ΅Π½ΠΈΡΡ
Ρ Π΄Π»ΠΈΠ½ΠΎΠΉ Π²ΠΎΠ»Π½Ρ 360 ΠΈ 390 Π½ΠΌ. ΠΠ΅ΡΠΎΠ΄ ΠΏΠΎΠ·Π²ΠΎΠ»ΡΠ΅Ρ Π²ΡΡΠ²ΠΈΡΡ ΡΠΎΡΡΠΎΡΠ½ΠΈΡ ΡΠΊΠ°Π½Π΅ΠΉ ΡΠ΅ΠΉΠΊΠΈ ΠΌΠ°ΡΠΊΠΈ: Π½ΠΎΡΠΌΡ, Π²ΠΎΡΠΏΠ°Π»ΠΈΡΠ΅Π»ΡΠ½ΡΠΉ ΠΏΡΠΎΡΠ΅ΡΡ (chronic nonspecific inflammation - CNI), ΠΈ ΠΎΠ½ΠΊΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΈΠ·ΠΌΠ΅Π½Π΅Π½ΠΈΡ (cervical intraepithelial neoplasia - CIN), ΠΈ ΠΏΠΎΡΡΡΠΎΠΈΡΡ Π΄ΠΈΡΡΠ΅ΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΡΡ ΠΊΠ°ΡΡΡ ΠΏΠ°ΡΠΎΠ»ΠΎΠ³ΠΈΠΈ. ΠΠ»Ρ Π³ΡΠ°Π½ΠΈΡΡ CIN/CNI Π΄ΠΎΡΡΠΈΠ³Π½ΡΡΡ ΡΡΠ²ΡΡΠ²ΠΈΡΠ΅Π»ΡΠ½ΠΎΡΡΡ 87 % ΠΈ ΡΠΏΠ΅ΡΠΈΡΠΈΡΠ½ΠΎΡΡΡ 71 %. ΠΠ΅ΡΠΎΠ΄ Π²ΠΊΠ»ΡΡΠ°Π΅Ρ ΡΠΏΠ΅ΡΠΈΠ°Π»ΡΠ½ΡΡ ΠΏΡΠ΅Π΄ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΡ ΠΈΡΡ
ΠΎΠ΄Π½ΡΡ
ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ: ΡΠΎΠ²ΠΌΠ΅ΡΠ΅Π½ΠΈΠ΅ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ, ΠΏΠΎΠ»ΡΡΠ΅Π½Π½ΡΡ
Π² ΡΠ°Π·Π½ΡΡ
ΡΡΠ»ΠΎΠ²ΠΈΡΡ
ΠΎΡΠ²Π΅ΡΠ΅Π½ΠΈΡ ΠΈ Π²ΡΠ΄Π΅Π»Π΅Π½ΠΈΠ΅ ΠΎΠ±Π»Π°ΡΡΠΈ ΠΈΠ½ΡΠ΅ΡΠ΅ΡΠ°. ΠΡΠΎΠ±Π΅Π½Π½ΠΎΡΡΡΠΌΠΈ ΠΌΠ΅ΡΠΎΠ΄Π° ΡΠ²Π»ΡΡΡΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠΎΠ²ΠΎΠΊΡΠΏΠ½ΠΎΡΡΠΈ ΠΏΡΠΈΠ·Π½Π°ΠΊΠΎΠ², ΡΠ°ΡΡΡΠΈΡΠ°Π½Π½ΡΡ
ΠΏΠΎ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΡΠΌ ΡΠ°Π·Π½ΠΎΠ³ΠΎ ΡΠΈΠΏΠ°, ΠΈ ΡΠ΅ΡΠ°ΡΡΠ΅Π΅ ΠΏΡΠ°Π²ΠΈΠ»ΠΎ ΠΏΡΠΈ ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ ΠΌΠ΅ΡΠΎΠ΄ΠΎΠ² ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΡΠ°Π»ΡΠ½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ
Π¦ΠΈΡΡΠΎΠ²Π°Ρ ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠ° ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ Π² ΡΠΊΡΠΏΠ΅ΡΡΠ½ΠΎ-ΠΊΠΎΠ½ΡΡΠ»ΡΡΠΈΡΡΡΡΠ΅ΠΉ ΡΠΈΡΡΠ΅ΠΌΠ΅ Π΄Π»Ρ Π΄ΠΈΡΡΠ΅ΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΠΎΠΉ Π΄ΠΈΠ°Π³Π½ΠΎΡΡΠΈΠΊΠΈ ΡΠΎΡΡΠΎΡΠ½ΠΈΠΉ ΡΠ΅ΠΉΠΊΠΈ ΠΌΠ°ΡΠΊΠΈ
oai:oai.radioelectronics.elpub.ru:article/88New methods of image processing and analysis for clinical decision support system of differential diagnosis of conditions of the cervix tissues are reviewed. The proposed method of colposcopic images processing allows to synthesize a special image that simulates the application to visualize vessels and to provide better analysis of vascular structures by the physician.Π Π°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ Π½ΠΎΠ²ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΈ Π°Π½Π°Π»ΠΈΠ·Π° ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ Π΄Π»Ρ ΡΠΊΡΠΏΠ΅ΡΡΠ½ΠΎ-ΠΊΠΎΠ½ΡΡΠ»ΡΡΠΈΡΡΡΡΠ΅ΠΉ ΡΠΈΡΡΠ΅ΠΌΡ Π΄ΠΈΡΡΠ΅ΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΠΎΠΉ Π΄ΠΈΠ°Π³Π½ΠΎΡΡΠΈΠΊΠΈ ΡΠΎΡΡΠΎΡΠ½ΠΈΠΉ ΡΠΊΠ°Π½Π΅ΠΉ ΡΠ΅ΠΉΠΊΠΈ ΠΌΠ°ΡΠΊΠΈ. ΠΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½Π½ΡΠΉ ΠΌΠ΅ΡΠΎΠ΄ ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΊΠΎΠ»ΡΠΏΠΎΡΠΊΠΎΠΏΠΈΡΠ΅ΡΠΊΠΈΡ
ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ ΠΏΠΎΠ·Π²ΠΎΠ»ΡΠ΅Ρ ΡΠΈΠ½ΡΠ΅Π·ΠΈΡΠΎΠ²Π°ΡΡ ΡΠΏΠ΅ΡΠΈΠ°Π»ΡΠ½ΠΎΠ΅ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠ΅, ΠΈΠΌΠΈΡΠΈΡΡΡΡΠ΅Π΅ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Π·Π΅Π»Π΅Π½ΠΎΠ³ΠΎ ΠΎΠΏΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΡΠΈΠ»ΡΡΡΠ° Π΄Π»Ρ Π²ΠΈΠ·ΡΠ°Π»ΠΈΠ·Π°ΡΠΈΠΈ ΡΠΎΡΡΠ΄ΠΎΠ² ΠΈ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°ΡΡΠ΅Π΅ Π±ΠΎΠ»Π΅Π΅ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΡΠΉ Π°Π½Π°Π»ΠΈΠ· ΡΠΎΡΡΠ΄ΠΈΡΡΡΡ
ΡΡΡΡΠΊΡΡΡ Π²ΡΠ°ΡΠΎΠΌ. ΠΡΠ»ΠΈΡΠΈΡΠ΅Π»ΡΠ½ΠΎΠΉ ΠΎΡΠΎΠ±Π΅Π½Π½ΠΎΡΡΡΡ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠ°Π½Π½ΠΎΠ³ΠΎ ΠΌΠ΅ΡΠΎΠ΄Π° Π°Π½Π°Π»ΠΈΠ·Π° ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ Ρ ΡΠ΅Π»ΡΡ Π΄ΠΈΡΡΠ΅ΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΠΎΠΉ Π΄ΠΈΠ°Π³Π½ΠΎΡΡΠΈΠΊΠΈ ΡΠ²Π»ΡΠ΅ΡΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠΎΠ²ΠΎΠΊΡΠΏΠ½ΠΎΡΡΠΈ ΠΏΡΠΈΠ·Π½Π°ΠΊΠΎΠ², ΡΠ°ΡΡΡΠΈΡΠ°Π½Π½ΡΡ
ΠΏΠΎ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΡΠΌ ΡΠ°Π·Π½ΡΡ
ΡΠΈΠΏΠΎΠ², ΠΈ ΡΠΎΡΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠ΅ΡΠ°ΡΡΠΈΡ
ΠΏΡΠ°Π²ΠΈΠ», ΠΎΡΠ½ΠΎΠ²Π°Π½Π½ΡΡ
Π½Π° ΡΠ΅Ρ
Π½ΠΎΠ»ΠΎΠ³ΠΈΡΡ
"data mining". ΠΠ½ΠΎΠ³ΠΎΠΏΡΠΈΠ·Π½Π°ΠΊΠΎΠ²ΡΠΉ Π°Π½Π°Π»ΠΈΠ· ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°Π΅Ρ Π΄Π»Ρ Π³ΡΠ°Π½ΠΈΡΡ Π΄ΠΈΡΡΠ΅ΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΠΎΠΉ Π΄ΠΈΠ°Π³Π½ΠΎΡΡΠΈΠΊΠΈ CIN/CNI ΡΡΠ²ΡΡΠ²ΠΈΡΠ΅Π»ΡΠ½ΠΎΡΡΡ 87 % ΠΈ ΡΠΏΠ΅ΡΠΈΡΠΈΡΠ½ΠΎΡΡΡ 75 %. ΠΠ°ΠΆΠ½ΠΎΠΉ ΡΠΎΡΡΠ°Π²Π»ΡΡΡΠ΅ΠΉ ΠΌΠ½ΠΎΠ³ΠΎΠΏΡΠΈΠ·Π½Π°ΠΊΠΎΠ²ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° ΡΠ²Π»ΡΠ΅ΡΡΡ Π°Π½Π°Π»ΠΈΠ· ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ, ΠΏΠΎΠ»ΡΡΠ΅Π½Π½ΡΡ
Π² Π±Π΅Π»ΠΎΠΌ ΡΠ²Π΅ΡΠ΅. Π ΡΡΠ°ΡΡΠ΅ ΠΏΠΎΠ΄ΡΠΎΠ±Π½ΠΎ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ Π°Π»Π³ΠΎΡΠΈΡΠΌΡ ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ, ΠΏΠΎΠ»ΡΡΠ΅Π½Π½ΡΡ
Π² Π±Π΅Π»ΠΎΠΌ ΡΠ²Π΅ΡΠ΅ Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ ΡΠ²Π΅ΡΠΎΠ²ΡΡ
, ΡΡΠΊΠΎΡΡΠ½ΡΡ
ΠΈ ΡΠ΅ΠΊΡΡΡΡΠ½ΡΡ
ΠΏΡΠΈΠ·Π½Π°ΠΊΠΎΠ²
Image Processing Algorithm for Virtual Chromoendoscopy (Tone Enhancement) in Clinical Decision Support System
Virtual chromoendoscopy is one of the demanded modern direction for increasing the diagnostic value of medical images. The most famous technics are I-SCAN and FICE, and image-processing algorithms that can leverage the unique characteristics of different spectral response in the endoscopic image are actual and relevant, such as TRI-SCAN. The new method of virtual chromoendoscopy based on digital processing of images obtained in the white light was proposed. The main feature of method is local nonlinear processing each color plane. Proposed method was tested on open database of endoscopic images KVASIR. Experiment shows that method can effectively improve color contrast. Proposed method realizes visual effect corresponding visual effect of images obtaining with modern technologies of virtual chromoendoscopy (I-SCAN and FICE) and give possibility to get visual effect superior than modern method of tone enhancement TRI-SCAN
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