Layer1102is an input layer that receives an image for style transfer processing. For example, the image input into layer1102may be captured by client device102(e.g., image1015in FIG.10). Layer1104is a 3×3×3×8 full rank convolution layer (e.g., a convolutional neural network), that...
19. Qizhi Zou, Binghua Wang, Zhaofei Jiang, Qian Wu, Jian Liu, Xinting Ji, Dynamic style transfer for interior design: An IoT-driven approach with DMV-CycleNet, 2025, 117, 11100168, 662, 10.1016/j.aej.2024.12.030 Reader Comments Your name:* Email:* ©...
So far, research on quantum image representation has gone through more than 20 years. During this time, the quantum image representation models used have almost all been based on state vectors. However, in practical problems, the environment and the prin
[29] design a cross-layer attention transfer mechanism starting from the deepest feature map layer. At each layer, the attention module is used to obtain the similarity matrix between the inside and outside of the missing region. The inpainting of the next layer is then guided by this ...
Zhang JK, An C, Dai J, Amador M, Bartsch DU, Borooah S, et al (2019) Joint vessel segmentation and deformable registration on multi-modal retinal images based on style transfer. In: Proceedings of 2019 IEEE international conference on image processing, IEEE, Taipei, China, 22-25 September...
Using sketch and color strokes to enforce fine-grained control is useful for several design applications. For exam- ple, an interior designer can quickly sketch out rough shapes of the objects, specify colors in various regions and let our system fill in missing details and textures to gener...
Section 5 explains the experimental design. Section 6 provides the comparison of the results of image decolorization methods considering their influence and discusses object segmentation and edge detection in decolorized images. Section 7 provides a discussion and Section 8 the concluding statements....
AirBnB. This few-show dataset is composed of 864 interior and exterior house pictures (600 × 400) scraped from AirBnB over 3 cities, which were classified in 12 classes: “backyard”, “basement”, “bathroom”, “bedroom”, “decor”, “dining-room”, “entrance”, “house-exterior”,...
3D image generation: These tools are equipped with neural radiance fields (NERF) and neural style transfer to generate 3D models based on 2D input. This procedure can be integrated with 3D modeling software for multi-purpose image segmentation, multi-scene tracking, or 3D representation of images...
interior, interior decoration, interior design, interlock, internet, interrogation, interrogative, intersection, interstate, intertwine, interval, interview, intimacy, intimate, intimate relationship, intimidation, intoxicate, intoxicated, intricacy, intricate, intrigue, intro, introduce, introduce someone, intro...