In the past,sketches were a standard technique used for recognizing offenders and have remained a valuable tool for law enforcement and social security purposes.However,relying on eyewitness observations can lead to d...In the past,sketches were a standard technique used for recognizing offenders and have remained a valuable tool for law enforcement and social security purposes.However,relying on eyewitness observations can lead to discrepancies in the depictions of the sketch,depending on the experience and skills of the sketch artist.With the emergence of modern technologies such as Generative Adversarial Networks(GANs),generating images using verbal and textual cues is now possible,resulting in more accurate sketch depictions.In this study,we propose an adversarial network that generates human facial sketches using such cues provided by an observer.Additionally,we have introduced an Inverse Gamma Correction Technique to improve the training and enhance the quality of the generated sketches.To evaluate the effectiveness of our proposed method,we conducted experiments and analyzed the results using the inception score and Frechet Inception Distance metrics.Our proposed method achieved an overall inception score of 1.438±0.049 and a Frechet Inception Distance of 65.29,outperforming other state-of-the-art techniques.展开更多
计算机辅助设计在建筑行业的普及,给建筑设计从业人员带来了史无前例的便捷性。建筑效果图作为建筑在设计表达阶段的一个重要组成部分,往往也给许多设计师带来了绘制上的困扰。V-Ray for Sketch Up的诞生在很大程度上方便了设计师的工作...计算机辅助设计在建筑行业的普及,给建筑设计从业人员带来了史无前例的便捷性。建筑效果图作为建筑在设计表达阶段的一个重要组成部分,往往也给许多设计师带来了绘制上的困扰。V-Ray for Sketch Up的诞生在很大程度上方便了设计师的工作,它的存在使制作建筑效果图变得简单,让每一个设计师都能够自己参与进来。文章将从实际出发来探讨V-Ray 3.40 for Sketch Up在建筑设计中的应用,得出此软件会在一定程度上提高建筑设计工作者的工作效率的结论,具有一定的推广应用意义。展开更多
文摘In the past,sketches were a standard technique used for recognizing offenders and have remained a valuable tool for law enforcement and social security purposes.However,relying on eyewitness observations can lead to discrepancies in the depictions of the sketch,depending on the experience and skills of the sketch artist.With the emergence of modern technologies such as Generative Adversarial Networks(GANs),generating images using verbal and textual cues is now possible,resulting in more accurate sketch depictions.In this study,we propose an adversarial network that generates human facial sketches using such cues provided by an observer.Additionally,we have introduced an Inverse Gamma Correction Technique to improve the training and enhance the quality of the generated sketches.To evaluate the effectiveness of our proposed method,we conducted experiments and analyzed the results using the inception score and Frechet Inception Distance metrics.Our proposed method achieved an overall inception score of 1.438±0.049 and a Frechet Inception Distance of 65.29,outperforming other state-of-the-art techniques.
文摘计算机辅助设计在建筑行业的普及,给建筑设计从业人员带来了史无前例的便捷性。建筑效果图作为建筑在设计表达阶段的一个重要组成部分,往往也给许多设计师带来了绘制上的困扰。V-Ray for Sketch Up的诞生在很大程度上方便了设计师的工作,它的存在使制作建筑效果图变得简单,让每一个设计师都能够自己参与进来。文章将从实际出发来探讨V-Ray 3.40 for Sketch Up在建筑设计中的应用,得出此软件会在一定程度上提高建筑设计工作者的工作效率的结论,具有一定的推广应用意义。
