Search Results - "Gryaditskaya, Yulia"

Towards Practical Sketch-Based 3D Shape Generation: The Role of Professional Sketches by Zhong, Yue, Qi, Yonggang, Gryaditskaya, Yulia, Zhang, Honggang, Song, Yi-Zhe

“…In this paper, for the first time, we investigate the problem of generating 3D shapes from professional 2D sketches via deep learning. We target sketches done…”
Get full text

One Sketch for All: One-Shot Personalized Sketch Segmentation by Qi, Anran, Gryaditskaya, Yulia, Xiang, Tao, Song, Yi-Zhe

“…We present the first one-shot personalized sketch segmentation method. We aim to segment all sketches belonging to the same category provisioned with a single…”
Get full text

Toward Fine-Grained Sketch-Based 3D Shape Retrieval by Qi, Anran, Gryaditskaya, Yulia, Song, Jifei, Yang, Yongxin, Qi, Yonggang, Hospedales, Timothy M., Xiang, Tao, Song, Yi-Zhe

“…In this paper we study, for the first time, the problem of fine-grained sketch-based 3D shape retrieval. We advocate the use of sketches as a fine-grained…”
Get full text

A study of deep single sketch-based modeling: View/style invariance, sparsity and latent space disentanglement by Zhong, Yue, Gryaditskaya, Yulia, Zhang, Honggang, Song, Yi-Zhe

“…Deep image-based modeling has received a lot of attention in recent years. Sketch-based modeling in particular has gained popularity given the ubiquitous…”
Get full text

SketchXAI: A First Look at Explainability for Human Sketches by Qu, Zhiyu, Gryaditskaya, Yulia, Li, Ke, Pang, Kaiyue, Xiang, Tao, Song, Yi-Zhe

“…This paper, for the very first time, introduces human sketches to the landscape of XAI (Explainable Artificial Intelligence). We argue that sketch as a…”
Get full text

Motion Aware Exposure Bracketing for HDR Video by Gryaditskaya, Yulia, Pouli, Tania, Reinhard, Erik, Myszkowski, Karol, Seidel, Hans-Peter

“…Mobile phones and tablets are rapidly gaining significance as omnipresent image and video capture devices. In this context we present an algorithm that allows…”
Get full text

Fine-Tuned but Zero-Shot 3D Shape Sketch View Similarity and Retrieval by Berardi, Gianluca, Gryaditskaya, Yulia

“…Recently, encoders like ViT (vision transformer) and ResNet have been trained on vast datasets and utilized as perceptual metrics for comparing sketches and…”
Get full text

Fine-Tuned but Zero-Shot 3D Shape Sketch View Similarity and Retrieval by Berardi, Gianluca, Gryaditskaya, Yulia

“…Recently, encoders like ViT (vision transformer) and ResNet have been trained on vast datasets and utilized as perceptual metrics for comparing sketches and…”
Get full text

Open Vocabulary Semantic Scene Sketch Understanding by Bourouis, Ahmed, Fan, Judith E., Gryaditskaya, Yulia

“…We study the underexplored but fundamental problem of machine understanding of abstract freehand scene sketches. We introduce a sketch encoder that ensures a…”
Get full text

Open Vocabulary Semantic Scene Sketch Understanding by Bourouis, Ahmed, Fan, Judith Ellen, Gryaditskaya, Yulia

“…We study the underexplored but fundamental vision problem of machine understanding of abstract freehand scene sketches. We introduce a sketch encoder that…”
Get full text

GroundUp: Rapid Sketch-Based 3D City Massing by Unlu, Gizem Esra, Sayed, Mohamed, Gryaditskaya, Yulia, Brostow, Gabriel

“…We propose GroundUp, the first sketch-based ideation tool for 3D city massing of urban areas. We focus on early-stage urban design, where sketching is a common…”
Get full text

Structure-Aware 3D VR Sketch to 3D Shape Retrieval by Luo, Ling, Gryaditskaya, Yulia, Xiang, Tao, Song, Yi-Zhe

“…We study the practical task of fine-grained 3D-VR-sketch-based 3D shape retrieval. This task is of particular interest as 2D sketches were shown to be…”
Get full text

Deep Sketch-Based Modeling: Tips and Tricks by Zhong, Yue, Gryaditskaya, Yulia, Zhang, Honggang, Song, Yi-Zhe

“…Deep image-based modeling received lots of attention in recent years, yet the parallel problem of sketch-based modeling has only been briefly studied, often as…”
Get full text

Garment Ideation: Iterative View-Aware Sketch-Based Garment Modeling by Chowdhury, Pinaki Nath, Wang, Tuanfeng, Ceylan, Duygu, Song, Yi-Zhe, Gryaditskaya, Yulia

“…Designing real and virtual garments is becoming extremely demanding with rapidly changing fashion trends and increasing need for synthesizing realistically…”
Get full text

3D VR Sketch Guided 3D Shape Prototyping and Exploration by Luo, Ling, Chowdhury, Pinaki Nath, Xiang, Tao, Song, Yi-Zhe, Gryaditskaya, Yulia

“…3D shape modeling is labor-intensive, time-consuming, and requires years of expertise. To facilitate 3D shape modeling, we propose a 3D shape generation…”
Get full text

SketchXAI: A First Look at Explainability for Human Sketches by Qu, Zhiyu, Gryaditskaya, Yulia, Li, Ke, Pang, Kaiyue, Xiang, Tao, Song, Yi-Zhe

“…This paper, for the very first time, introduces human sketches to the landscape of XAI (Explainable Artificial Intelligence). We argue that sketch as a…”
Get full text

Fine-Grained VR Sketching: Dataset and Insights by Luo, Ling, Gryaditskaya, Yulia, Yang, Yongxin, Xiang, Tao, Song, Yi-Zhe

“…We present the first fine-grained dataset of 1,497 3D VR sketch and 3D shape pairs of a chair category with large shapes diversity. Our dataset supports the…”
Get full text

Structure-Aware 3D VR Sketch to 3D Shape Retrieval by Luo, Ling, Gryaditskaya, Yulia, Xiang, Tao, Song, Yi-Zhe

“…We study the practical task of fine-grained 3D-VR-sketch-based 3D shape retrieval. This task is of particular interest as 2D sketches were shown to be…”
Get full text

Towards 3D VR-Sketch to 3D Shape Retrieval by Luo, Ling, Gryaditskaya, Yulia, Yang, Yongxin, Xiang, Tao, Song, Yi-Zhe

“…Growing free online 3D shapes collections dictated research on 3D retrieval. Active debate has however been had on (i) what the best input modality is to…”
Get full text

Fine-Grained VR Sketching: Dataset and Insights by Luo, Ling, Gryaditskaya, Yulia, Yang, Yongxin, Xiang, Tao, Song, Yi-Zhe

“…2021 International Conference on 3D Vision (3DV), pp. 1003-1013. IEEE, 2021 We present the first fine-grained dataset of 1,497 3D VR sketch and 3D shape pairs…”
Get full text