no code implementations • 18 Jun 2022 • Chi-Chang Lee, Cheng-Hung Hu, Yu-Chen Lin, Chu-Song Chen, Hsin-Min Wang, Yu Tsao
NASTAR uses a feedback mechanism to simulate adaptive training data via a noise extractor and a retrieval model.
1 code implementation • CVPR 2022 • Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen
In visual search, the gallery set could be incrementally growing and added to the database in practice.
no code implementations • ICCV 2021 • Wen-Cheng Chen, Min-Chun Hu, Chu-Song Chen
The STR mechanism treats the spatial transformation as the message passing process, and the relation between the view poses and the routing weights is modeled by an end-to-end trainable neural network.
1 code implementation • 22 Jun 2021 • Hau Chu, Jia-Hong Lee, Yao-Chih Lee, Ching-Hsien Hsu, Jia-Da Li, Chu-Song Chen
This paper introduces an approach for multi-human 3D pose estimation and tracking based on calibrated multi-view.
Ranked #3 on
3D Multi-Person Pose Estimation
on Campus
no code implementations • CVPR 2021 • Yao-Chih Lee, Kuan-Wei Tseng, Yu-Ta Chen, Chien-Cheng Chen, Chu-Song Chen, Yi-Ping Hung
We take advantage of the recent self-supervised framework on jointly learning depth and camera ego-motion estimation on raw videos.
1 code implementation • 22 May 2021 • Chih-Ting Liu, Jun-Cheng Chen, Chu-Song Chen, Shao-Yi Chien
Besides, we discover the errors not only for the identity labels of tracklets but also for the evaluation protocol for the test data of MARS.
1 code implementation • 7 Dec 2020 • Cheng-Hao Tu, Cheng-En Wu, Chu-Song Chen
Although CondConv is effective for the performance enhancement of a deep model, it is currently applied to individual tasks only.
Ranked #1 on
Continual Learning
on Flowers (Fine-grained 6 Tasks)
1 code implementation • 15 Sep 2020 • Ashesh, Chu-Song Chen, Hsuan-Tien Lin
Technically, the gaze information can be inferred from two different magnification levels: face orientation and eye orientation.
1 code implementation • NeurIPS 2019 • Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, Chu-Song Chen
First, it can avoid forgetting (i. e., learn new tasks while remembering all previous tasks).
no code implementations • 15 Oct 2019 • Cheng-En Wu, Yi-Ming Chan, Chien-Hung Chen, Wen-Cheng Chen, Chu-Song Chen
It is hard to detect on-road objects under various lighting conditions.
2 code implementations • Proceedings of the 2019 on International Conference on Multimedia Retrieval 2019 • Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan, Chu-Song Chen
Simultaneously running multiple modules is a key requirement for a smart multimedia system for facial applications including face recognition, facial expression understanding, and gender identification.
Ranked #1 on
Gender Prediction
on FotW Gender
(using extra training data)
no code implementations • 25 Nov 2018 • Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, Yi-Ping Hung
This paper aims at recognizing partially observed human actions in videos.
1 code implementation • 26 Oct 2018 • Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, Chu-Song Chen
Many face recognition systems boost the performance using deep learning models, but only a few researches go into the mechanisms for dealing with online registration.
Ranked #1 on
Face Recognition
on Adience (Online Open Set)
(using extra training data)
1 code implementation • 6 Jun 2018 • Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, Chu-Song Chen
Automatic age and gender classification based on unconstrained images has become essential techniques on mobile devices.
Ranked #6 on
Age And Gender Classification
on Adience Gender
1 code implementation • 14 May 2018 • Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen
We propose a novel method to merge convolutional neural-nets for the inference stage.
no code implementations • 11 May 2018 • Yi-Min Chou, Chien-Hung Chen, Keng-Hao Liu, Chu-Song Chen
In this paper, we present an object detection method that tackles the stingray detection problem based on aerial images.
no code implementations • ICCV 2017 • Kuang-Yu Chang, Kung-Hung Lu, Chu-Song Chen
Although aesthetic quality assessment has generated a great deal of interest in the last decade, most studies focus on providing a quality rating of good or bad for an image.
no code implementations • CVPR 2016 • Kevin Lin, Jiwen Lu, Chu-Song Chen, Jie zhou
In this paper, we propose a new unsupervised deep learning approach called DeepBit to learn compact binary descriptor for efficient visual object matching.
1 code implementation • 1 Jul 2015 • Huei-Fang Yang, Kevin Lin, Chu-Song Chen
SSDH is simple and can be realized by a slight enhancement of an existing deep architecture for classification; yet it is effective and outperforms other hashing approaches on several benchmarks and large datasets.
no code implementations • 19 Jun 2015 • Kuan-Wen Chen, Chun-Hsin Wang, Xiao Wei, Qiao Liang, Ming-Hsuan Yang, Chu-Song Chen, Yi-Ping Hung
Augmented reality (AR) displays become more and more popular recently, because of its high intuitiveness for humans and high-quality head-mounted display have rapidly developed.
no code implementations • 9 Dec 2014 • Yao-Hsiang Yang, Lu-Hung Chen, Chieh-Chih Wang, Chu-Song Chen
We propose a Bayesian framework of Gaussian process in order to extend Fisher's discriminant to classify functional data such as spectra and images.