Call for Papers
We cordinally invite researchers to submit papers related to the topics of the workshop. Topics include, but are not limited to:
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Re-thinking computer vision tasks for architectural design: What type of laborious tasks in design can be automated using computer vision models? Example works: Graph2Plan, What Makes Paris Look like Paris?, LayoutGMN.
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Re-thinking deep learning datasets for architectural visual data including architectural drawings and 3D models: What is the status of benchmark datasets of visual data in architectural design? What are the main bottlenecks to developing trustworthy datasets? Examples works: RPLAN, Google Landmarks, Swiss Dwellings, CubiCasa5K, AmsterTime.
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Re-thinking model architectures of computer vision such as convolutional neural networks to adapt to the novel visual data in architectural design: What type of neural networks and training frameworks are needed to capture the semantics and compositional relations from architectural-specific data? Example works: Conv-MPN, HouseGAN, HouseDiffusion.
Accepted workshop papers
The following papers were accepted and part of the official ICCV workshop proceedings:
Scalable MAV Indoor Reconstruction with Neural Implicit Surfaces. Haoda Li, Puyuan Yi, Yunhao Liu, Avideh Zakhor; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1544-1552
PanoStyle: Semantic, Geometry-Aware, and Shading Independent Photorealistic Style Transfer for Indoor Panoramic Scenes. Haoda Li, Puyuan Yi, Yunhao Liu, Avideh Zakhor; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1544-1552.
MARL: Multi-scale Archetype Representation Learning for Building Energy Estimation. Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1565-1572.
SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity. Casper C. J. van Engelenburg, Seyran Khademi, Jan C. van Gemert; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1573-1582.
Floor Plan Reconstruction from Sparse Views: Combining Graph Neural Network with Constrained Diffusion. Arnaud Gueze, Matthieu Ospici, Damien Rohmer, Marie-Paule Cani; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1583-1592
Poster panel
For the poster panel, we invited authors of - 1) relevant-to-the-workshop conference papers 2) other works related to the topic of the workshop and 3) the accepted workshop papers - to present a poster of their work.
1. ICCV 2023 conference papers
Doppelgangers: Learning to Disambiguate Images of Similar Structures. Ruojin Cai, Joseph Tung, Qianqian Wang, Hadar Averbuch-Elor, Bharath Hariharan, Noah Snavely; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 34-44.
SGAligner: 3D Scene Alignment with Scene Graphs. Sayan Deb Sarkar, Ondrej Miksik, Marc Pollefeys, Daniel Barath, Iro Armeni; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 21927-21937.
GlobalMapper: Arbitrary-Shaped Urban Layout Generation. Liu He, Daniel Aliaga; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 454-464.
Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer. Yujiao Shi, Fei Wu, Akhil Perincherry, Ankit Vora, Hongdong Li; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 21516-21526.
2. Guest posters
Carbon Image Project. Seyran Khademi, Burak Yildiz, Fatemeh Mostafavi, Javier Cuartero.
A Taxonomy of Visual Data in Architectural Design. Marija Mateljan.
Best poster award
The best poster award was happily granted to:
Floor Plan Reconstruction from Sparse Views: Combining Graph Neural Network with Constrained Diffusion. Arnaud Gueze, Matthieu Ospici, Damien Rohmer, Marie-Paule Cani; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 1583-1592.
Author guidelines
- Accepted papers will be published in the proceedings;
- Template adheres to ICCV full paper submission;
- Submission link;
- For the reviewing process, we will be engaging a committee of experts from both architecture and computer vision.
Important Dates
Abstract registration deadline: July 24th, 2023, 23:59 GMTSubmission deadline: July 26th, 2023, 23:59 GMTAuthor notifications: August 7th, 2023Camera-ready deadline: August 21th, 2023, 23:59 GMTPoster submission deadline: September 27th, 2023Workshop: October 3rd, 2023, 9:00-13:00 GMT+2