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  • Computer Vision and Pattern Recognition

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  • 2014

    Recovering Euclidean structure from principal-axes paralleled conics: Applications to camera calibration

    Zhao, Z. & Weng, Y., 1 Jun 2014, In: Journal of the Optical Society of America A: Optics and Image Science, and Vision. 31, 6, p. 1186-1193 8 p.

    Research output: Journal Publication › Article › peer-review

    9 Citations (Scopus)

  • Robotic learning of motion using demonstrations and statistical models for surgical simulation

    Yang, T., Chui, C. K., Liu, J., Huang, W., Su, Y. & Chang, S. K. Y., 28 Sept 2014, In: International journal of computer assisted radiology and surgery. 9, 5, p. 813-823 11 p.

    Research output: Journal Publication › Article › peer-review

    3 Citations (Scopus)

  • Stabilization of positive switched delay systems with a hysteresis switching law

    Wang, D., Wang, J., Lian, J. & Wang, W., 2014, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 1136-1141 6 p. 7064465. (2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014).

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

  • The value of using big data technologies in computational social science

    Ch'ng, E., 4 Aug 2014, Proceedings of the 3rd ASE International Conference on Big Data Science and Computing, BIGDATASCIENCE 2014. Association for Computing Machinery, 2644162. (ACM International Conference Proceeding Series; vol. 04-07-August-2014).

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

    Open Access
    File
    2 Citations (Scopus)
    43 Downloads (Pure)

  • The value of using big data technologies in computational social science

    Ch'ng, E., 4 Aug 2014, Proceedings of the 3rd ASE International Conference on Big Data Science and Computing, BIGDATASCIENCE 2014. Association for Computing Machinery, 2644194. (ACM International Conference Proceeding Series; vol. 04-07-August-2014).

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

    Open Access

  • Unsupervised discriminant canonical correlation analysis for feature fusion

    Wang, S., Gu, X., Lu, J., Yang, J. Y., Wang, R. & Yang, J., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1550-1555 6 p. 6976985. (Proceedings - International Conference on Pattern Recognition).

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

    8 Citations (Scopus)

  • Visual tracking based on weighted subspace reconstruction error

    Zhou, T., Zhang, J., Xie, K., Yang, J. & He, X., 28 Jan 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 461-465 5 p. 7025092. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

    2 Citations (Scopus)
  • 2013

    A 3D imaging framework based on high-resolution photometric-stereo and low-resolution depth

    Lu, Z., Tai, Y. W., Deng, F., Ben-Ezra, M. & Brown, M. S., Mar 2013, In: International Journal of Computer Vision. 102, 1-3, p. 18-32 15 p.

    Research output: Journal Publication › Article › peer-review

    17 Citations (Scopus)

  • A complete and fully automated face verification system on mobile devices

    Ren, J., Jiang, X. & Yuan, J., Jan 2013, In: Pattern Recognition. 46, 1, p. 45-56 12 p.

    Research output: Journal Publication › Article › peer-review

    39 Citations (Scopus)

  • Automated anterior chamber angle localization and glaucoma type classification in OCT images

    Xu, Y., Liu, J., Cheng, J., Lee, B. H., Wong, D. W. K., Baskaran, M., Perera, S. & Aung, T., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 7380-7383 4 p. 6611263. (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

    40 Citations (Scopus)

  • Hierarchical affective content analysis in arousal and valence dimensions

    Xu, M., Xu, C., He, X., Jin, J. S., Luo, S. & Rui, Y., Aug 2013, In: Signal Processing. 93, 8, p. 2140-2150 11 p.

    Research output: Journal Publication › Article › peer-review

    44 Citations (Scopus)

  • Human action recognition employing negative space features

    Rahman, S. A., Leung, M. K. H. & Cho, S. Y., 2013, In: Journal of Visual Communication and Image Representation. 24, 3, p. 217-231 15 p.

    Research output: Journal Publication › Article › peer-review

    18 Citations (Scopus)

  • Integrating research, clinical practice and translation: The singapore experience

    Liu, J., Wong, D. W. K., Zhang, Z., Lee, B. H., Gao, X., Yin, F., Zhang, J. & Htoo, M. T., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 7148-7151 4 p. 6611206. (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

    4 Citations (Scopus)

  • Learning binarized pixel-difference pattern for scene recognition

    Ren, J., Jiang, X. & Yuan, J., 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. IEEE Computer Society, p. 2494-2498 5 p. 6738514. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

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

    12 Citations (Scopus)

  • MIL-SKDE: Multiple-instance learning with supervised kernel density estimation

    Du, R., Wu, Q., He, X. & Yang, J., Jun 2013, In: Signal Processing. 93, 6, p. 1471-1484 14 p.

    Research output: Journal Publication › Article › peer-review

    8 Citations (Scopus)

  • Relaxed local ternary pattern for face recognition

    Ren, J., Jiang, X. & Yuan, J., 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. IEEE Computer Society, p. 3680-3684 5 p. 6738759. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

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

    61 Citations (Scopus)

  • Self-assessment for optic disc segmentation

    Cheng, J., Liu, J., Yin, F., Lee, B. H., Wong, D. W. K., Aung, T., Cheng, C. Y. & Wong, T. Y., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 5861-5864 4 p. 6610885. (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

    5 Citations (Scopus)

  • Story-driven summarization for egocentric video

    Lu, Z. & Grauman, K., 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2714-2721 8 p., 6619194.

    Research output: Journal Publication › Conference article › peer-review

    Open Access
    432 Citations (Scopus)

  • Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation

    Duan, Y., Huang, W., Chang, H., Toe, K. K., Yang, T., Zhou, J., Liu, J., Teo, S. K., Lim, C. W., Su, Y., Chui, C. K. & Chang, S., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 4941-4944 4 p. 6610656. (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

    2 Citations (Scopus)

  • Visual quality metric for perceptual video coding

    Xu, L., Ma, L., Ngan, K. N., Lin, W. & Weng, Y., 2013, IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing. 6706417. (IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing).

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

    3 Citations (Scopus)

  • Web-based collaborative learning: Students' feedback on the communication and interaction processes

    Theng, L. F. & Mai, N., 2013, Proceedings - 2013 International Conference on Informatics and Creative Multimedia, ICICM 2013. IEEE Computer Society, p. 220-225 6 p. 6702813. (Proceedings - 2013 International Conference on Informatics and Creative Multimedia, ICICM 2013).

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

    1 Citation (Scopus)
  • 2012

    An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images

    Wong, D. W. K., Liu, J., Tan, N. M., Fengshou, Y., Cheung, C., Baskaran, M., Aung, T. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1426-1429 4 p. 6346207. (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

    6 Citations (Scopus)

  • A new in-camera imaging model for color computer vision and its application

    Kim, S. J., Lin, H. T., Lu, Z., Süsstrunk, S., Lin, S. & Brown, M. S., 2012, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 12, p. 2289-2302 14 p., 6158647.

    Research output: Journal Publication › Article › peer-review

    Open Access
    145 Citations (Scopus)

  • A novel framework for making dominant point detection methods non-parametric

    Prasad, D. K., Leung, M. K. H., Quek, C. & Cho, S. Y., Nov 2012, In: Image and Vision Computing. 30, 11, p. 843-859 17 p.

    Research output: Journal Publication › Article › peer-review

    81 Citations (Scopus)

  • Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification

    Xu, Y., Liu, J., Tan, N. M., Lee, B. H., Wong, D. W. K., Baskaran, M., Perera, S. A. & Aung, T., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 3167-3170 4 p. 6346637. (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

    28 Citations (Scopus)

  • A precise charge balancing and compliance voltage monitoring stimulator front-end for 1024-electrodes retinal prosthesis

    Chun, H., Tran, N., Yang, Y., Kavehei, O., Bai, S. & Skafidas, S., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 3001-3004 4 p. 6346595. (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)

  • Automatic detection of the macula in retinal fundus images using seeded mode tracking approach

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Cheng, X., Cheng, C. Y., Cheung, G. C. M. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4950-4953 4 p. 6347103. (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

    22 Citations (Scopus)

  • Automatic localization of retinal landmarks

    Cheng, X., Wong, D. W. K., Liu, J., Lee, B. H., Tan, N. M., Zhang, J., Cheng, C. Y., Cheung, G. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4954-4957 4 p. 6347104. (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

    9 Citations (Scopus)

  • Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Cheng, X., Cheung, G. C. M., Bhargava, M. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2063-2066 4 p. 6460566. (Proceedings - International Conference on Pattern Recognition).

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

    2 Citations (Scopus)

  • Automatic stress exaggeration by prosody modification to assist language learners perceive sentence stress

    Lu, J., Wang, R. & Silva, L. C. D., Jun 2012, In: International Journal of Speech Technology. 15, 2, p. 87-98 12 p.

    Research output: Journal Publication › Article › peer-review

    8 Citations (Scopus)

  • Band selection-based Gabor wavelet feature extraction for hyperspectral imagery classification

    Jia, S., Shen, L. & Deng, L., 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing, WHISPERS 2012. IEEE Computer Society, 6874271. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing).

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

    1 Citation (Scopus)

  • Battle-Lemarie wavelet pyramid for improved GSM image denoising

    Mudugamuwa, D. J., He, X. & Jia, W., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3156-3159 4 p. 6460834. (Proceedings - International Conference on Pattern Recognition).

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

  • Crosstalk current measurements using multi-electrode arrays in saline

    Tran, N., Halpern, M., Bai, S. & Skafidas, E., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 3021-3024 4 p. 6346600. (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

    1 Citation (Scopus)

  • Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking

    Wong, D. W. K., Liu, J., Tan, N. M., Yin, F., Lee, B. H., Tham, Y. C., Cheung, C. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 73-76 4 p. 6460075. (Proceedings - International Conference on Pattern Recognition).

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

    3 Citations (Scopus)

  • Directional high-pass filter for blurry image analysis

    Chen, X., Yang, J., Wu, Q., Zhao, J. & He, X., Aug 2012, In: Signal Processing: Image Communication. 27, 7, p. 760-771 12 p.

    Research output: Journal Publication › Article › peer-review

    23 Citations (Scopus)

  • Edge curvature and convexity based ellipse detection method

    Prasad, D. K., Leung, M. K. H. & Cho, S. Y., Sept 2012, In: Pattern Recognition. 45, 9, p. 3204-3221 18 p.

    Research output: Journal Publication › Article › peer-review

    128 Citations (Scopus)

  • Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images

    Xu, Y., Liu, J., Cheng, J., Yin, F., Tan, N. M., Wong, D. W. K., Cheng, C. Y., Tham, Y. C. & Wong, T. Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 49-52 4 p. 6460069. (Proceedings - International Conference on Pattern Recognition).

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

    6 Citations (Scopus)

  • Efficient optic cup localization using regional propagation based on retinal structure priors

    Xu, Y., Liu, J., Cheng, J., Yin, F., Tan, N. M., Wong, D. W. K., Baskaran, M., Cheng, C. Y. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1430-1433 4 p. 6346208. (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

    2 Citations (Scopus)

  • Evaluation on multivariate correlation analysis based denial-of-service attack detection system

    Tan, Z., Jamdagni, A., Nanda, P., He, X. & Liu, R. P., 2012, Proceedings - 1st International Conference on Security of Internet of Things, SecurIT 2012. p. 160-164 5 p. (ACM International Conference Proceeding Series).

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

    1 Citation (Scopus)

  • Hyperspectral face recognition using 3D Gabor wavelets

    Shen, L. & Zheng, S., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 1574-1577 4 p. 6460445. (Proceedings - International Conference on Pattern Recognition).

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

    48 Citations (Scopus)

  • Multi-instance learning with an extended kernel density estimation for object categorization

    Du, R., Wu, Q., He, X. & Yang, J., 2012, Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012. p. 477-482 6 p. 6266430. (Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012).

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

  • On splitting dataset: Boosting Locally Adaptive Regression Kernels for car localization

    Wang, S., Wu, Q., He, X. & Xu, M., 2012, 2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012. p. 1154-1159 6 p. 6485320. (2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012).

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

  • Peripapillary atrophy detection by biologically inspired feature

    Cheng, J., Liu, J., Wong, D. W. K., Tan, N. M., Cheung, C., Baskaran, M., Wong, T. Y. & Saw, S. M., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 53-56 4 p. 6460070. (Proceedings - International Conference on Pattern Recognition).

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

    4 Citations (Scopus)

  • Recognising human actions by analysing negative spaces

    Rahman, S. A., Cho, S. Y. & Leung, M. K. H., May 2012, In: IET Computer Vision. 6, 3, p. 197-213 17 p.

    Research output: Journal Publication › Article › peer-review

    25 Citations (Scopus)

  • Sector-based optic cup segmentation with intensity and blood vessel priors

    Yin, F., Liu, J., Wong, D. W. K., Tan, N. M., Cheng, J., Cheng, C. Y., Tham, Y. C. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1454-1457 4 p. 6346214. (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

    5 Citations (Scopus)

  • Superpixel classification for initialization in model based optic disc segmentation

    Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D. W. K., Lee, B. H., Cheung, C., Aung, T. & Wong, T. Y., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1450-1453 4 p. 6346213. (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

    13 Citations (Scopus)

  • Superpixel classification for initialization in model based optic disc segmentation.

    Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D. W. K., Lee, B. H., Cheung, C., Aung, T. & Wong, T. Y., 2012, In: Unknown Journal. 2012, p. 1450-1453 4 p.

    Research output: Journal Publication › Article › peer-review

    3 Citations (Scopus)

  • Synthesizing oil painting surface geometry from a single photograph

    Luo, W., Lu, Z., Wang, X., Xu, Y. Q., Ben-Ezra, M., Tang, X. & Brown, M. S., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 885-892 8 p. 6247762. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    4 Citations (Scopus)
  • 2011

    A fast and accurate cascade subspace face/eye detector on mobile devices

    Ren, J., Jiang, X. & Yuan, J., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 84-91 8 p. 6130227. (Proceedings of the IEEE International Conference on Computer Vision).

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

    3 Citations (Scopus)

  • A hybrid framework for genome wide epistasis discovery

    Tan, Z., Zhang, Z., Liu, J., Kwoh, C. K., Ong, S. H., Teo, Y. Y., Khor, C. C., Tai, E. S., Aung, T., Vithana, E. & Wong, T. Y., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6479-6482 4 p. 6091599. (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