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  • 2024

    Ray Deformation Networks for Novel View Synthesis of Refractive Objects

    Deng, W., Campbell, D., Sun, C., Kanitkar, S., Shaffer, M. & Gould, S., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 3106-3116 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2023

    Exploring Predicate Visual Context in Detecting of Human-Object Interactions

    Zhang, F. Z., Yuan, Y., Campbell, D., Zhong, Z. & Gould, S., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 10377-10387 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    10 Citations (Scopus)
  • 2022

    Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer

    Zhang, F. Z., Campbell, D. & Gould, S., 27 Sept 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 20072-20080 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    59 Citations (Scopus)
  • Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies

    Gould, S., Campbell, D., Ben-Shabat, I., Koneputugodage, C. H. & Xu, Z., 2022, The AAAI Conference on Artificial Intelligence Workshop on Optimal Transport and Structured Data Modeling (OT-SDM). Association for the Advancement of Artificial Intelligence (AAAI), p. 1-7 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2021

    A Regularized Wasserstein Framework for Graph Kernels

    Wijesinghe, A., Wang, Q. & Gould, S., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 739-748 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Citation (Scopus)
  • Contextually Plausible and Diverse 3D Human Motion Prediction

    Aliakbarian, S., Saleh, F., Petersson, L., Gould, S. & Salzmann, M., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 11313-11322 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    22 Citations (Scopus)
  • DORi: Discovering object relationships for moment localization of a natural language query in a video

    Rodriguez-Opazo, C., Marrese-Taylor, E., Fernando, B., Li, H. & Gould, S., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 1078-1087 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Citations (Scopus)
  • Probabilistic tracklet scoring and inpainting for multiple object tracking

    Saleh, F., Aliakbarian, S., Rezatofighi, H., Salzmann, M. & Gould, S., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 14324-14334 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    61 Citations (Scopus)
  • Rethinking conditional GAN training: An approach using geometrically structured latent manifolds

    Ramasinghe, S., Farazi, M., Khan, S., Barnes, N. & Gould, S., 2021, Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). M. R. A. A. B. A. Y. D. A. P. S. L. A. J. W. V. (ed.). USA: IEEE, p. 1-13

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Spatially Conditioned Graphs for Detecting Human-Object Interactions

    Zhang, F. Z., Campbell, D. & Gould, S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 13299-13307 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    77 Citations (Scopus)
  • The IKEA ASM Dataset: Understanding people assembling furniture through actions, objects and pose

    Ben Shabat, Y., Yu, X., Saleh, F., Campbell, D., Rodriguez Opazo, C., Li, H. & Gould, S., 2021, Proceedings of the 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. United States: IEEE, p. 846-858

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    45 Citations (Scopus)
  • Vln↻bert: A Recurrent Vision-and-Language BERT for Navigation

    Hong, Y., Wu, Q., Qi, Y., Rodriguez-Opazo, C. & Gould, S., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 1643-1653 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    149 Citations (Scopus)
  • What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments?

    Deng, W., Gould, S. & Zheng, L., 2021, Proceedings of the 38th International Conference on Machine Learning, PMLR. M. M. T. Z. (ed.). USA: Cambridge MA: JMLR

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews

    Marrese-Taylor, E., Rodriguez Opazo, C., Balazs, J. A., Gould, S. & Matsuo, Y., 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. D. J. J. C. N. S. J. T. (ed.). United States: Association for Computational Linguistics, p. 8-18

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Blended convolution and synthesis for efficient discrimination of 3D shapes

    Ramasinghe, S., Khan, S., Barnes, N. & Gould, S., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 21-31 11 p. 9093505. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Citations (Scopus)
  • DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares

    Ben-Shabat, Y. & Gould, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 20-34 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12346 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    46 Citations (Scopus)
  • Inferring temporal compositions of actions using probabilistic automata

    Cruz, R. S., Cherian, A., Fernando, B., Campbell, D. & Gould, S., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 1514-1522 9 p. 9150614. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Citations (Scopus)
  • Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level optimization

    Jiang, S., Campbell, D., Liu, M., Gould, S. & Hartley, R., Nov 2020, Proceedings - 2020 International Conference on 3D Vision, 3DV 2020. Institute of Electrical and Electronics Engineers Inc., p. 682-691 10 p. 9320368. (Proceedings - 2020 International Conference on 3D Vision, 3DV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    5 Citations (Scopus)
  • Multiview Detection with Feature Perspective Transformation

    Hou, Y., Zheng, L. & Gould, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-18 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12352 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    53 Citations (Scopus)
  • Proposal-free temporal moment localization of a natural-language query in video using guided attention

    Rodriguez-Opazo, C., Marrese-Taylor, E., Saleh, F. S., Li, H. & Gould, S., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 2453-2462 10 p. 9093328. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    105 Citations (Scopus)
  • Solving the Blind Perspective-n-Point Problem End-to-End with Robust Differentiable Geometric Optimization

    Campbell, D., Liu, L. & Gould, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 244-261 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12347 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    28 Citations (Scopus)
  • 2019

    The alignment of the spheres: Globally-optimal spherical mixture alignment for camera pose estimation

    Campbell, D., Petersson, L., Kneip, L., Li, H. & Gould, S., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 11788-11798 11 p. 8954032. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    34 Citations (Scopus)
  • 2018

    Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

    Anderson, P., He, X., Buehler, C., Teney, D., Johnson, M., Gould, S. & Zhang, L., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6077-6086 10 p. 8578734. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3684 Citations (Scopus)
  • Neural algebra of classifiers

    Cruz, R. S., Fernando, B., Cherian, A. & Gould, S., 3 May 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., p. 729-737 9 p. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Citations (Scopus)
  • Video Representation Learning Using Discriminative Pooling

    Wang, J., Cherian, A., Porikli, F. & Gould, S., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 1149-1158 10 p. 8578224. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    57 Citations (Scopus)
  • Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments

    Anderson, P., Wu, Q., Teney, D., Bruce, J., Johnson, M., Sunderhauf, N., Reid, I., Gould, S. & Van Den Hengel, A., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 3674-3683 10 p. 8578485. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    784 Citations (Scopus)
  • 2017

    DeepPermNet: Visual permutation learning

    Cruz, R. S., Fernando, B., Cherian, A. & Gould, S., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6044-6052 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    52 Citations (Scopus)
  • Generalized rank pooling for activity recognition

    Cherian, A., Fernando, B., Harandi, M. & Gould, S., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 1581-1590 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    69 Citations (Scopus)
  • Guided open vocabulary image captioning with constrained beam search

    Anderson, P., Fernando, B., Johnson, M. & Gould, S., 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 936-945 10 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    134 Citations (Scopus)
  • Higher-order pooling of cnn features via kernel linearization for action recognition

    Cherian, A., Koniusz, P. & Gould, S., 11 May 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 130-138 9 p. 7926605. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    29 Citations (Scopus)
  • Human Pose Forecasting via Deep Markov Models

    Toyer, S., Cherian, A., Han, T. & Gould, S., 19 Dec 2017, DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications. Guo, Y., Murshed, M., Wang, Z., Feng, D. D., Li, H., Cai, W. T. & Gao, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications; vol. 2017-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    31 Citations (Scopus)
  • Self-supervised video representation learning with odd-one-out networks

    Fernando, B., Bilen, H., Gavves, E. & Gould, S., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5729-5738 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    278 Citations (Scopus)
  • Unsupervised Human Action Detection by Action Matching

    Fernando, B., Shirazi, S. & Gould, S., 22 Aug 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, p. 1604-1612 9 p. 8014939. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2017-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    9 Citations (Scopus)
  • 2016

    Built-in foreground/background prior for weakly-supervised semantic segmentation

    Saleh, F., Akbarian, M. S. A., Salzmann, M., Petersson, L., Gould, S. & Alvarez, J. M., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer Verlag, p. 413-432 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9912 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    102 Citations (Scopus)
  • Deep convolutional neural networks for human embryonic cell counting

    Khan, A., Gould, S. & Salzmann, M., 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 339-348 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    52 Citations (Scopus)
  • Depth Dropout: Efficient Training of Residual Convolutional Neural Networks

    Guo, J. & Gould, S., 22 Dec 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016. Liew, A. W-C., Zhou, J., Gao, Y., Wang, Z., Fookes, C., Lovell, B. & Blumenstein, M. (eds.). Institute of Electrical and Electronics Engineers Inc., 7797032. (2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Citations (Scopus)
  • Discriminative Hierarchical Rank Pooling for Activity Recognition

    Fernando, B., Anderson, P., Hutter, M. & Gould, S., 9 Dec 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 1924-1932 9 p. 7780581. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    89 Citations (Scopus)
  • Dynamic Image Networks for Action Recognition

    Bilen, H., Fernando, B., Gavves, E., Vedaldi, A. & Gould, S., 9 Dec 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 3034-3042 9 p. 7780700. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    483 Citations (Scopus)
  • Learning end-to-end video classification with rank-pooling

    Fernando, B. & Gould, S., 2016, 33rd International Conference on Machine Learning, ICML 2016. Weinberger, K. Q. & Balcan, M. F. (eds.). International Machine Learning Society (IMLS), p. 1823-1832 10 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    33 Citations (Scopus)
  • Segmentation of developing human embryo in time-lapse microscopy

    Khan, A., Gould, S. & Salzmann, M., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, p. 930-934 5 p. 7493417. (Proceedings - International Symposium on Biomedical Imaging; vol. 2016-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    22 Citations (Scopus)
  • SPICE: Semantic propositional image caption evaluation

    Anderson, P., Fernando, B., Johnson, M. & Gould, S., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer Verlag, p. 382-398 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9909 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1056 Citations (Scopus)
  • 2015

    A linear chain markov model for detection and localization of cells in early stage embryo development

    Khan, A., Gould, S. & Salzmann, M., 19 Feb 2015, Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015. Institute of Electrical and Electronics Engineers Inc., p. 526-533 8 p. 7045930. (Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    17 Citations (Scopus)
  • Automated monitoring of human embryonic cells up to the 5-cell stage in time-lapse microscopy images

    Khan, A., Gould, S. & Salzmann, M., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 389-393 5 p. 7163894. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    17 Citations (Scopus)
  • Detecting abnormal cell division patterns in early stage human embryo development

    Khan, A., Gould, S. & Salzmann, M., 2015, Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015 Held in Conjunction with MICCAI 2015, Proceedings. Zhou, L., Shi, Y., Wang, L. & Wang, Q. (eds.). Springer Verlag, p. 161-169 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Citation (Scopus)
  • Determining interacting objects in human-centric activities via qualitative spatio-temporal reasoning

    Sokeh, H. S., Gould, S. & Renz, J., 2015, Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Revised Selected Papers. Cremers, D., Saito, H., Reid, I. & Yang, M-H. (eds.). Springer Verlag, p. 550-563 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9007).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Hierarchical higher-order regression forest fields: An application to 3D indoor scene labelling

    Pham, T. T., Reid, I., Latif, Y. & Gould, S., 17 Feb 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2246-2254 9 p. 7410616. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    23 Citations (Scopus)
  • Multi-class semantic video segmentation with exemplar-based object reasoning

    Liu, B., He, X. & Gould, S., 19 Feb 2015, Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015. Institute of Electrical and Electronics Engineers Inc., p. 1014-1021 8 p. 7045994. (Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Citations (Scopus)
  • Reflective features detection and hierarchical reflections separation in image sequences

    Yang, D., Jayawardena, S., Gould, S. & Hutter, M., 12 Jan 2015, 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014. Bouzerdoum, A., Wang, L., Ogunbona, P., Li, W. & Phung, S. L. (eds.). Institute of Electrical and Electronics Engineers Inc., 7008127. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Reliable point correspondences in scenes dominated by highly reflective and largely homogeneous surfaces

    Jayawardena, S., Gould, S., Li, H., Hutter, M. & Hartley, R., 2015, Computer Vision - ACCV 2014 Workshops - Revised Selected Papers. Jawahar, C. V. & Shan, S. (eds.). Springer Verlag, p. 659-674 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9008).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2014

    An exemplar-based CRF for multi-instance object segmentation

    He, X. & Gould, S., 24 Sept 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 296-303 8 p. 6909439. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    44 Citations (Scopus)