Structural Analysis of Parental Structure Provision, Inconsistent Parenting, Child's Attention Problem and Smartphone Addiction Tendency
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We present a GAN-based framework for producing illustrative sketches from game scenes. This framework includes a relaxed cycle consistency loss (RCCL) module that estimates the difference between the edges of game scenes and resulting sketches extracted by the holistically-nested edge detection (HED) scheme. We compare the two edges using the learned perceptual image patch similarity (LPIPS) metric to focus on clear line representations. We also employ an attention map that focuses on semantic areas to identify areas that need to be intensively transformed. Our framework consists of a style extraction module, a generator module, a discriminator module, and a relaxed cycle consistency loss module. First, We extract the styles of illustrative sketch images using the style extraction module. Next, we generate illustrative sketches via style attention maps extracted from game scenes using the generator module. We then process the generated sketch images to the discriminator module to obtain the probability that the generated sketch satisfies the quality of illustrative sketch. We also apply RCCL to maintain the structure of the game scenes in the generated illustrative sketches. We demonstrate the superiority of our framework by illustrative sketches from various game scenes.
Abstract
We present a GAN-based framework for producing illustrative sketches from game scenes. This framework includes a relaxed cycle consistency loss (RCCL) module that estimates the difference between the edges of game scenes and resulting sketches extracted by the holistically-nested edge detection (HED) scheme. We compare the two edges using the learned perceptual image patch similarity (LPIPS) metric to focus on clear line representations. We also employ an attention map that focuses on semantic areas to identify areas that need to be intensively transformed. Our framework consists of a style extraction module, a generator module, a discriminator module, and a relaxed cycle consistency loss module. First, We extract the styles of illustrative sketch images using the style extraction module. Next, we generate illustrative sketches via style attention maps extracted from game scenes using the generator module. We then process the generated sketch images to the discriminator module to obtain the probability that the generated sketch satisfies the quality of illustrative sketch. We also apply RCCL to maintain the structure of the game scenes in the generated illustrative sketches. We demonstrate the superiority of our framework by illustrative sketches from various game scenes.
참고문헌 (16)
- 정준수, "아동․청소년의 스마트폰 중독에 영향을 미치는 요인에 관한 연구: 초등학교 4학년과 중학교 1학년 비교를 중심으로", 청소년복지연구, 22(4), pp.211~241 (2020), 한국청소년복지학회[DOI]
- 2019 Smartphone Overdependence Survey, "Ministry of Science and Technology Information and Communication", Technology Information and Communication, ~ (2019)
- 손은경, "초등학교 고학년의 스마트폰 중독 위험성이 정신건강에 미치는 영향에 있어 회복탄력성의 매개효과", 재활심리연구, 23(2), pp.439~457 (2016), 한국재활심리학회
- "Announcement of the Results of the 2018Internet and SmartphoneUusage Habits Diagnosis Survey" (2021)[URL]
- Jinyoung Kim, "The Influence of Elementary School Students' Smartphone Addiction on the Flexibility to Adapt to School Life", Master, pp.2013
- 우수정, "부모의 학대 및 방임과 학령기 아동의 또래애착이 휴대전화 의존에 미치는 영향", Family and Environment Research, 51(6), pp.583~590 (2013), 대한가정학회[DOI]
- 유숙경, "부모양육태도, 정신건강, 학교생활적응이 초등학생의 스마트폰 중독에 미치는 영향", 아동교육, 27(2), pp.145~161 (2018), 한국아동교육학회[DOI]
- 박현숙, "일개 지역 청소년의 중독행동 관련 요인", 한국보건간호학회지, 27(3), pp.592~607 (2013), 한국보건간호학회
- 노충래, "부모양육태도가 청소년의 스마트폰 의존에 미치는 영향: 청소년의 우울과 공격성의 매개효과", 한국청소년연구, 27(4), pp.87~114 (2016), 한국청소년정책연구원[DOI]
- 이은경, "부모의 구조제공과 아동의 학업성취도의 관계: 그릿에 의해 조절된 학업열의의 매개효과", 아동학회지, 42(1), pp.17~30 (2021), 한국아동학회
- 김세연, "청소년의 정서ㆍ행동문제에 대한잠재프로파일분석 및 영향요인 탐색", 청소년학연구, 27(7), pp.159~182 (2020), 한국청소년학회[DOI]
- 오선화, "아동의 실행기능 및 ADHD 증상이 스마트폰 중독에 미치는 영향", 한국놀이치료학회지, 17(1), pp.17~35 (2014), 한국놀이치료학회
- 김동일, "성인용 간략형 스마트폰 중독 자가진단 척도 개발", 상담학연구, 13(2), pp.629~644 (2012), 한국상담학회[DOI]
- 조붕환, "아동의 정서·행동문제 자기보고형 평정척도 개발 및 타당화 연구", 한국심리학회지: 상담 및 심리치료, 15(4), pp.729~746 (2003), 한국상담심리학회
- 김태명, "한국판 청소년용 동기모형 부모양육태도척도(PSCQ_KA)의 타당화", 청소년학연구, 24(3), pp.313~333 (2017), 한국청소년학회[DOI]
- Kline, R. B, "Principles and practices of structural equation modeling" (2016), The Guilford Press