Find Research outputs

2018

Optic disc and fovea detection using multi-stage region-based convolutional neural network

Li, X., Shen, L. & Duan, J., 13 Oct 2018, ISICDM 2018 - Proceedings of the 2nd International Symposium on Image Computing and Digital Medicine. Association for Computing Machinery, p. 7-11 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

10 Citations (Scopus)

Optic Disc Segmentation from Retinal Fundus Images via Deep Object Detection Networks

Sun, X., Xu, Y., Zhao, W., You, T. & Liu, J., 1 Jul 2018, In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 2018, p. 5954-5957 4 p.

Research output: Journal Publication › Article › peer-review

28 Citations (Scopus)

Performance evaluation of High Definition video streaming over Mobile Ad Hoc Networks

Usman, M., Jan, M. A., He, X. & Alam, M., Jul 2018, In: Signal Processing. 148, p. 303-313 11 p.

Research output: Journal Publication › Article › peer-review

20 Citations (Scopus)

Quality Classified Image Analysis with Application to Face Detection and Recognition

Yang, F., Zhang, Q., Wang, M. & Qiu, G., 26 Nov 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 2863-2868 6 p. 8545476. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

8 Citations (Scopus)

Review on mining data from multiple data sources

Wang, R., Ji, W., Liu, M., Wang, X., Weng, J., Deng, S., Gao, S. & Yuan, C. A., 15 Jul 2018, In: Pattern Recognition Letters. 109, p. 120-128 9 p.

Research output: Journal Publication › Article › peer-review

82 Citations (Scopus)

Robotic Boreblending: The Future of In-Situ Gas Turbine Repair

Alatorre, D., Nasser, B., Rabani, A., Nagy-Sochacki, A., Dong, X., Axinte, D. & Kell, J., 27 Dec 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1401-1406 6 p. 8594155. (IEEE International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

9 Citations (Scopus)

Robust, discriminative and comprehensive dictionary learning for face recognition

Lin, G., Yang, M., Yang, J., Shen, L. & Xie, W., Sept 2018, In: Pattern Recognition. 81, p. 341-356 16 p.

Research output: Journal Publication › Article › peer-review

58 Citations (Scopus)

Special issue on VR for culture and heritage: The experience of cultural heritage with virtual reality (part II) guest editors’ introduction

Ch’ng, E., Cai, Y. & Thwaites, H., 2018, In: Presence: Teleoperators and Virtual Environments. 26, 4, p. iii-iv

Research output: Journal Publication › Editorial

Open Access

File

9 Citations (Scopus)

117 Downloads (Pure)

2017

A comparison and analysis of RGB-D cameras' depth performance for robotics application

Jing, C., Potgieter, J., Noble, F. & Wang, R., 14 Dec 2017, 2017 24th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 24th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2017; vol. 2017-December).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

33 Citations (Scopus)

A comparison of modified evolutionary computation algorithms with applications to three-dimensional endoscopic camera motion tracking

Luo, X., Wan, Y. & He, X., 2 Jul 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3840-3843 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

A Framework for Data Security in Cloud using Collaborative Intrusion Detection Scheme

Nagar, U., He, X., Nanda, P. & Tan, Z., 13 Oct 2017, Security of Information and Networks - 10th International Conference, SIN 2017. Dhaka, V. S., Elci, A., Gaur, M. S., Bohra, M. K. & Shekhawat, R. S. (eds.). Association for Computing Machinery, p. 188-193 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

8 Citations (Scopus)

A low-cost vibration analyser for analogue electromagnetic shaker

Foong, F. M., Thein, C. K., Ooi, B. L. & Aziz, A. R. A., 2017, Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2017. Institute of Electrical and Electronics Engineers Inc., p. 267-272 6 p. (Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Analysis of Electroencephalogram of patients with specific low back pain with the massage treatment

Xiangjun, S., Li, H., Du, W., Chen, W., Zhou, F. & Wang, L., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 479-483 5 p. 8036866. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

8 Citations (Scopus)

Automatic visual theme discovery from joint image and text corpora

Sun, K., Hou, X., Zhang, Q. & Qiu, G., 15 Dec 2017, Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 220-224 5 p. (Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017; vol. 2017-January).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Deconstruction waste management through 3d reconstruction and bim: a case study

Ge, X. J., Livesey, P., Wang, J., Huang, S., He, X. & Zhang, C., 1 Dec 2017, In: Visualization in Engineering. 5, 1, 13.

Research output: Journal Publication › Article › peer-review

Open Access

82 Citations (Scopus)

Deep feature consistent variational autoencoder

Hou, X., Shen, L., Sun, K. & Qiu, G., 11 May 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 1133-1141 9 p. 7926714. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

239 Citations (Scopus)

Gait recognition using binarized statistical image features and histograms of oriented gradients

Mogan, J. N., Lee, C. P., Lim, K. M. & Tan, A. W. C., 2 Jul 2017, Proceeding of 2017 International Conference on Robotics, Automation and Sciences, ICORAS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (Proceeding of 2017 International Conference on Robotics, Automation and Sciences, ICORAS 2017; vol. 2018-March).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

24 Citations (Scopus)

Generative caption for diabetic retinopathy images

Wu, L., Wan, C., Wu, Y. & Liu, J., 2 Jul 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 515-519 5 p. (2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017; vol. 2018-January).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

21 Citations (Scopus)

Glaucoma classification from retina optical coherence tomography angiogram

Ong, E. P., Cheng, J., Wong, D. W. K., Liu, J., Tay, E. L. T. & Yip, L. W. L., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 596-599 4 p. 8036895. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Identification of anticancer peptides using optimal feature space of Chou's split amino acid composition and support vector machine

Khan, F., Akbar, S., Basit, A., Khan, I. & Akhlaq, H., 12 Nov 2017, Proceedings of the 2017 4th International Conference on Biomedical and Bioinformatics Engineering, ICBBE 2017. Association for Computing Machinery, p. 91-96 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

14 Citations (Scopus)

Image quality classification for DR screening using deep learning

Yu, F., Sun, J., Li, A., Cheng, J., Wan, C. & Liu, J., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 664-667 4 p. 8036912. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

64 Citations (Scopus)

Iterative learning control with multiple points and final point tracking

Anwaar, H., Xin, Y. Y. & Ijaz, S., 29 Sept 2017, Proceedings of 2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2017. Xu, B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1458-1462 5 p. 8054255. (Proceedings of 2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Joint and collaborative representation with local adaptive convolution feature for face recognition with single sample per person

Yang, M., Wang, X., Zeng, G. & Shen, L., 1 Jun 2017, In: Pattern Recognition. 66, p. 117-128 12 p.

Research output: Journal Publication › Article › peer-review

71 Citations (Scopus)

Joint regularized nearest points for image set based face recognition

Yang, M., Wang, X., Liu, W. & Shen, L., 1 Feb 2017, In: Image and Vision Computing. 58, p. 47-60 14 p.

Research output: Journal Publication › Article › peer-review

21 Citations (Scopus)

Multi-way multi-level Kernel modeling for neuroimaging classification

He, L., Lu, C. T., Ding, H., Wang, S., Shen, L., Yu, P. S. & Ragin, A. B., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6846-6854 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

19 Citations (Scopus)

Object specific deep feature and its application to face detection

Hou, X., Zhu, J., Sun, K., Shen, L. & Qiu, G., 19 Jul 2017, Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017. Institute of Electrical and Electronics Engineers Inc., p. 173-176 4 p. 7986829. (Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Positive and negative HEp-2 image classification fusing global and local features

Zhou, J., Li, Y., Zhou, X. & Shen, L., 2 Jul 2017, Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017. Li, Q., Wang, L., Zhou, M., Sun, L., Qiu, S. & Liu, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017; vol. 2018-January).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Preface

Chen, X., Li, S., Trucco, E., Liu, J. J., Shi, Y. & Zou, B., Jan 2017, In: Computerized Medical Imaging and Graphics. 55, p. 1 1 p.

Research output: Journal Publication › Editorial

Regularized 2-D complex-log spectral analysis and subspace reliability analysis of micro-Doppler signature for UAV detection

Ren, J. & Jiang, X., Sept 2017, In: Pattern Recognition. 69, p. 225-237 13 p.

Research output: Journal Publication › Article › peer-review

73 Citations (Scopus)

Shift-life interactive art: Mixed-reality artificial ecosystem simulation

Ch’ng, E., Harrison, D. & Moore, S., 1 May 2017, In: Presence: Teleoperators and Virtual Environments. 26, 2, p. 157-181 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

9 Citations (Scopus)

82 Downloads (Pure)

Smart Hand Device Gesture Recognition with Dynamic Time-Warping Method

Lee, B. G., Tran, V. C. & Chong, T. W., 20 Dec 2017, BDIOT 2017 - Proceedings of the International Conference on Big Data and Internet of Thing. Association for Computing Machinery, p. 216-219 4 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Special issue on VR for culture and heritage: The experience of cultural heritage with virtual reality: Guest editors’ Introduction

Chŉg, E., Cai, Y. & Thwaites, H., 1 Aug 2017, In: Presence: Teleoperators and Virtual Environments. 26, 3, p. iii-vi

Research output: Journal Publication › Editorial

Open Access

18 Citations (Scopus)

The new eye of smart city: Novel citizen Sentiment Analysis in Twitter

Li, M., Ch'ng, E., Chong, A. & See, S., 7 Feb 2017, ICALIP 2016 - 2016 International Conference on Audio, Language and Image Processing - Proceedings. Luo, F.-L., Yu, X. & Wan, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 557-562 6 p. 7846617. (ICALIP 2016 - 2016 International Conference on Audio, Language and Image Processing - Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

25 Citations (Scopus)

2016

A unified model sharing framework for moving object detection

Chen, Y., Wang, J., Xu, M., He, X. & Lu, H., 1 Jul 2016, In: Signal Processing. 124, p. 72-80 9 p.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

Automated basal cell carcinoma detection in high-definition optical coherence tomography

Li, A., Cheng, J., Yow, A. P., Srivastava, R., Wong, D. W. K., Tey, H. L. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2885-2888 4 p. 7591332. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Automated in vivo 3D high-definition optical coherence tomography skin analysis system

Yow, A. P., Cheng, J., Li, A., Srivastava, R., Liu, J., Wong, D. W. K. & Tey, H. L., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3895-3898 4 p. 7591579. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

10 Citations (Scopus)

Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer

Fu, H., Xu, Y., Wong, D. W. K., Liu, J., Baskaran, M., Perera, S. A. & Aung, T., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1288-1291 4 p. 7590942. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

15 Citations (Scopus)

Big data meets multimedia analytics

Chua, T. S., He, X., Liu, W., Piccardi, M., Wen, Y. & Tao, D., 1 Jul 2016, In: Signal Processing. 124, p. 1-4 4 p.

Research output: Journal Publication › Editorial

3 Citations (Scopus)

Block-based histogram of optical flow for isolated sign language recognition

Lim, K. M., Tan, A. W. C. & Tan, S. C., 1 Oct 2016, In: Journal of Visual Communication and Image Representation. 40, Part B, p. 538-545 8 p.

Research output: Journal Publication › Article › peer-review

40 Citations (Scopus)

Creating virtual ARDS patients

Das, A., Haque, M., Chikhani, M., Wang, W., Hardman, J. G. & Bates, D. G., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2729-2732 4 p. 7591294. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

6 Citations (Scopus)

Deep convolutional neural network based HEp-2 cell classification

Jia, X., Shen, L., Zhou, X. & Yu, S., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 77-80 4 p. 7899611. (Proceedings - International Conference on Pattern Recognition; vol. 0).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

30 Citations (Scopus)

Evaluating Virtual Reality experience and performance: A brain based approach

Pike, M. & Ch'ng, E., 3 Dec 2016, Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, p. 469-474 6 p. (Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry; vol. 1).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

11 Citations (Scopus)

HEP-2 cell image classification using local features and K-means clustering based joint sparse representation

Zhou, X., Li, Y., Wu, W. & Shen, L., 2 Nov 2016, Proceedings of 2016 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2016. IEEE Computer Society, p. 179-183 5 p. 7731640. (International Conference on Wavelet Analysis and Pattern Recognition; vol. 2016-November).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

HEp-2 specimen classification with fully convolutional network

Li, Y., Shen, L., Zhou, X. & Yu, S., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 96-100 5 p. 7899615. (Proceedings - International Conference on Pattern Recognition; vol. 0).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

11 Citations (Scopus)

Improving clustering performance by incorporating uncertainty

Bakoben, M., Bellotti, A. & Adams, N., 1 Jul 2016, In: Pattern Recognition Letters. 77, p. 28-34 7 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Integrating holistic and local deep features for glaucoma classification

Li, A., Cheng, J., Wong, D. W. K. & Liu, J., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1328-1331 4 p. 7590952. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

81 Citations (Scopus)

Learning deep compact channel features for object detection in traffic scenes

Fang, Y., Sun, L., Fu, H., Wu, T., Wang, R. & Dai, B., 3 Aug 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, p. 1052-1056 5 p. 7532518. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Motion estimation for a flexible manipulator using vibration and vision sensing

Luo, X., Halim, D. & Trivailo, P. M., 2016, 2016 14th International Conference on Control, Automation, Robotics and Vision, ICARCV 2016. Institute of Electrical and Electronics Engineers Inc., 7838640. (2016 14th International Conference on Control, Automation, Robotics and Vision, ICARCV 2016).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Robust local representation for face recognition with single sample per person

Wang, X., Yang, M., Shen, L. & Chang, H., 7 Jun 2016, Proceedings - 3rd IAPR Asian Conference on Pattern Recognition, ACPR 2015. Institute of Electrical and Electronics Engineers Inc., p. 11-15 5 p. 7486456. (Proceedings - 3rd IAPR Asian Conference on Pattern Recognition, ACPR 2015).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

4 Citations (Scopus)

Robust object representation by boosting-like deep learning architecture

Wang, L., Zhang, B., Han, J., Shen, L. & Qian, C. S., 1 Sept 2016, In: Signal Processing: Image Communication. 47, p. 490-499 10 p.

Research output: Journal Publication › Article › peer-review

Open Access

13 Citations (Scopus)

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