Search Results for author: Jian Jun Zhang

Found 10 papers, 7 papers with code

MaSkel: A Model for Human Whole-body X-rays Generation from Human Masking Images

1 code implementation13 Apr 2024 Yingjie Xi, Boyuan Cheng, Jingyao Cai, Jian Jun Zhang, Xiaosong Yang

In our work, We proposed a new method to directly generate the 2D human whole-body X-rays from the human masking images.

Data Augmentation

CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition

1 code implementation18 Oct 2023 Kari A Noriy, Xiaosong Yang, Marcin Budka, Jian Jun Zhang

Using a large multilingual audio corpus and self-supervised learning, CLARA develops speech representations enriched with emotions, advancing emotion-aware multilingual speech processing.

Audio Classification Contrastive Learning +7

EMNS /Imz/ Corpus: An emotive single-speaker dataset for narrative storytelling in games, television and graphic novels

1 code implementation22 May 2023 Kari Ali Noriy, Xiaosong Yang, Jian Jun Zhang

The increasing adoption of text-to-speech technologies has led to a growing demand for natural and emotive voices that adapt to a conversation's context and emotional tone.

Expressive Speech Synthesis

Surgical Instruction Generation with Transformers

1 code implementation14 Jul 2021 Jinglu Zhang, Yinyu Nie, Jian Chang, Jian Jun Zhang

Automatic surgical instruction generation is a prerequisite towards intra-operative context-aware surgical assistance.

Machine Translation Reinforcement Learning (RL) +1

Symmetric Dilated Convolution for Surgical Gesture Recognition

1 code implementation13 Jul 2020 Jinglu Zhang, Yinyu Nie, Yao Lyu, Hailin Li, Jian Chang, Xiaosong Yang, Jian Jun Zhang

The experiment results demonstrate the ability of our method on capturing long-term frame dependencies, which largely outperform the state-of-the-art methods on the frame-wise accuracy up to ~6 points and the F1@50 score ~6 points.

Gesture Recognition Surgical Gesture Recognition

Shallow2Deep: Indoor Scene Modeling by Single Image Understanding

no code implementations22 Feb 2020 Yinyu Nie, Shihui Guo, Jian Chang, Xiaoguang Han, Jiahui Huang, Shi-Min Hu, Jian Jun Zhang

Particularly, we design a shallow-to-deep architecture on the basis of convolutional networks for semantic scene understanding and modeling.

Relation Network Scene Understanding

Context-Aware Mixed Reality: A Framework for Ubiquitous Interaction

1 code implementation14 Mar 2018 Long Chen, Wen Tang, Nigel John, Tao Ruan Wan, Jian Jun Zhang

Mixed Reality (MR) is a powerful interactive technology that yields new types of user experience.

Mixed Reality

Augmented Reality for Depth Cues in Monocular Minimally Invasive Surgery

no code implementations1 Mar 2017 Long Chen, Wen Tang, Nigel W. John, Tao Ruan Wan, Jian Jun Zhang

In vivo laparoscopic videos used in the tests have demonstrated the robustness and accuracy of our proposed framework on both camera tracking and surface reconstruction, illustrating the potential of our algorithm for depth augmentation and depth-corrected augmented reality in MIS with monocular endoscopes.

Simultaneous Localization and Mapping Surface Reconstruction

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