Article

Too, Seng Wei and See, John Su Yang and Quek, Albert and Goh, Hui Ngo (2023) EmoStory: Emotion Prediction and Mapping in Narrative Stories. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 2048. ISSN 2549-9610

Wang, Tao and Chen, Kean and Lin, Weiyao and See, John Su Yang and Zhang, Zenghui and Xu, Qian and Jia, Xia (2023) Spatio-Temporal Point Process for Multiple Object Tracking. IEEE Transactions on Neural Networks and Learning Systems, 34 (4). pp. 1777-1788. ISSN 2162-237X

Hidayati, Shintami Chusnul and Goh, Ting Wei and Chan, Ji Sheng Gary and Hsu, Cheng Chun and See, John Su Yang and Wong, Lai Kuan and Hua, Kai Lung and Tsao, Yu and Cheng, Wen Huang (2021) Dress with Style: Learning Style from Joint Deep Embedding of Clothing Styles and Body Shapes. IEEE Transactions on Multimedia, 23. pp. 365-377. ISSN 1520-9210, 1941-0077

Lin, Weiyao and Li, Yuxi and Hao, Xiao and See, John Su Yang and Zou, Junni and Xiong, Hongkai and Wang, Jingdong and Tao, Mei (2021) Group Reidentification with Multigrained Matching and Integration. IEEE Transactions on Cybernetics, 51 (3). pp. 1478-1492. ISSN 2168-2267, 2168-2275

Low, Pau Ek and Wong, Lai Kuan and See, John Su Yang and Ng, Ruisheng (2021) Pic2PolyArt: Transforming a photograph into polygon-based geometric art. Signal Processing: Image Communication, 91. p. 116090. ISSN 0923-5965

Lim, Jun Yi and Al Jobayer, Md Istiaque and Baskaran, Vishnu Monn and Lim, Joanne Mun Yee and See, John Su Yang and Wong, Kok Sheik (2021) Deep multi-level feature pyramids: Application for non-canonical firearm detection in video surveillance. Engineering Applications of Artificial Intelligence, 97. p. 104094. ISSN 0952-1976

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang and Naim, Ahmad Syazwan and Mansor, Sarina (2021) Design and implementation of fast spoken foul language recognition with different end-to-end deep neural network architectures. Sensors, 21 (3) (710). pp. 1-17. ISSN 1424-8220

Chen, Kean and Lin, Weiyao and Li, Jianguo and See, John Su Yang and Wang, Ji and Zou, Junni (2021) AP-Loss for Accurate One-Stage Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43 (11). pp. 3782-3798. ISSN 0162-8828

Yang, Cong and Indurkhya, Bipin and See, John Su Yang and Grzegorzek, Marcin (2021) Towards Automatic Skeleton Extraction With Skeleton Grafting. IEEE Transactions on Visualization and Computer Graphics, 27 (12). pp. 4520-4532. ISSN 1077-2626

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2021) Transfer detection of yolo to focus cnn’s attention on nude regions for adult content detection. Symmetry, 13 (1) (26). ISSN 2073-8994

See, John Su Yang and Wong, Lai Kuan and Hosu, Vlad and Cheng, Wenhuang and Lin, Weisi and Goldluecke, Bastian and Saupe, Dietmar (2020) From Technical to Aesthetics Quality Assessment and Beyond: Challenges and Potential. ATQAM/MAST 2020 - Proceedings of the Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends. pp. 19-20. ISSN 2168-4081

Lin, Weiyao and He, Xiaoyi and Dai, Wenrui and See, John Su Yang and Shinde, Tushar and Xiong, Hongkai and Duan, Lingyu (2020) Key-Point Sequence Lossless Compression for Intelligent Video Analysis. IEEE MultiMedia, 27 (3). pp. 12-22. ISSN 1070-986X

See, John Su Yang and Lin, Weiyao and He, Xiaoyi and Han, Xintong and Liu, Dong and Zou, Junni and Xiong, Hongkai and Wu, Feng (2020) Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. IEEE Transactions on Multimedia, 22 (11). pp. 2749-2763. ISSN 1520-9210, 1941-0077

AlDahoul, Nouar and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Ba Wazir, Abdulaziz Saleh and Mansor, Sarina and See, John Su Yang (2020) Transfer Detection of YOLO to Focus CNN’s Attention on Nude Regions for Adult Content Detection. Symmetry, 13 (1). p. 26. ISSN 2073-8994

Yang, Cong and Simon, Gilles and See, John Su Yang and Berger, Marie Odile and Wang, Wenyong (2020) WatchPose: A View-Aware Approach for Camera Pose Data Collection in Industrial Environments. Sensors, 20 (11). p. 3045. ISSN 1424-8220

Banaeeyan, Rasoul and Abdul Karim, Hezerul and Lye, Haris and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and See, John Su Yang (2019) Acoustic Pornography Recognition using Fused Pitch and Mel-Frequency Cepstrum Coefficients. International Journal of Technology, 10 (7). pp. 1335-1343. ISSN 2086-9614

Banaeeyan, Rasoul and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and See, John Su Yang (2019) Automated Nudity Recognition using Very Deep Residual Learning Network. International Journal of Recent Technology and Engineering, 8 (3S). pp. 136-141. ISSN 2277-3878

Liong, Sze Teng and See, John Su Yang and Phan, Raphael Chung Wei and Wong, Kok Sheik and Tan, Su Wei (2018) Hybrid Facial Regions Extraction for Micro-expression Recognition System. Journal of Signal Processing Systems, 90 (4). pp. 601-617. ISSN 1939-8018

Liong, Sze Teng and See, John Su Yang and Wong, Kok Sheik and Phan, Raphael Chung Wei (2018) Less is more: Micro-expression recognition from video using apex frame. Signal Processing: Image Communication, 62. pp. 82-92. ISSN 0923-5965

Banaeeyan, Rasoul and Lye Abdullah, Mohd Haris and Ahmad Fauzi, Mohammad Faizal and Abdul Karim, Hezerul and See, John Su Yang (2018) Semantic facial scores and compact deep transferred descriptors for scalable face image retrieval. Neurocomputing, 308. pp. 111-128. ISSN 0925-2312

Oh, Yee Hui and See, John Su Yang and Le Ngo, Anh Cat and Phan, Raphael Chung Wei and Baskaran, Vishnu Monn (2018) A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges. Frontiers in Psychology, 9. p. 1. ISSN 1664-1078

Wang, Yandan and See, John Su Yang and Oh, Yee Hui and Phan, Raphael Chung Wei and Rahulamathavan, Yogachandran and Ling, Huo Chong and Tan, Su Wei and Li, Xujie (2017) Effective recognition of facial micro-expressions with video motion magnification. Multimedia Tools and Applications, 76 (20). pp. 21665-21690. ISSN 1380-7501; eISSN: 1573-7721

Rahman, Saimunur and See, John Su Yang and Ho, Chiung Ching (2017) Exploiting textures for better action recognition in low-quality videos. EURASIP Journal on Image and Video Processing, 2017 (1). ISSN 1687-5281

Le Ngo, Anh Cat and See, John Su Yang and Phan, Raphael Chung Wei (2017) Sparsity in Dynamics of Spontaneous Subtle Emotions: Analysis and Application. IEEE Transactions on Affective Computing, 8 (3). pp. 396-411. ISSN 1949-3045

Liong, Sze Teng and See, John Su Yang and Phan, Raphael Chung Wei and Oh, Yee Hui and Le Ngo, Anh Cat and Wong, Kok Sheik and Tan, Su Wei (2016) Spontaneous subtle expression detection and recognition based on facial strain. Signal Processing: Image Communication, 47. pp. 170-182. ISSN 0923-5965

Book Section

See, John Su Yang and Yang, Cong and Ke, Yan and Yu, Hui and Chen, Zhiming and Lin, Weiyao and Chen, Kean (2020) PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments. In: Computer Vision – ECCV 2020. Lecture Notes in Computer Science, 12350 . Springer Science and Business Media Deutschland GmbH, European Conference on Computer Vision, pp. 195-211. ISBN 9783030585570

See, John Su Yang and Li, Yuxi and Lin, Weiyao and Xu, Ning and Xu, Shugong and Yan, Ke and Yang, Cong (2020) CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization. In: CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization. Springer Science and Business Media Deutschland GmbH, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 510-527. ISBN 9783030585167

See, John Su Yang and Wong, Lai Kuan and Tan, Ian Kim Teck and Lim, Ryan Woei Sheng and Cheong, Clarence Weihan (2019) Efficient Semantic-Based Vehicle Retrieval in Long-term Car Park Videos. In: 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). Institute of Electrical and Electronics Engineers Inc., pp. 138-143. ISBN 978-1-5386-9214-1

See, John Su Yang and Wong, Lai Kuan and Kairanbay, Magzhan (2019) Paying Attention to Style: Recognizing Photo Styles with Convolutional Attentional Units. In: Computer Vision – ACCV 2018 Workshops. Paying Attention to Style: Recognizing Photo Styles with Convolutional Attentional Units, 11367 . Springer, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 110-124. ISBN 978-3-030-21074-8

Ghazali, Muhammad Faiz and Wong, Lai Kuan and See, John Su Yang (2016) Automatic Detection and Counting of Circular and Rectangular Steel Bars. In: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications. Springer, pp. 199-207. ISBN 978-981-10-1719-3, 978-981-10-1721-6

Rahman, Saimunur and See, John Su Yang and Ho, Chiung Ching (2016) Leveraging Textural Features for Recognizing Actions in Low Quality Videos. In: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications. Lecture Notes in Electrical Engineering, 398 . Springer, pp. 237-245. ISBN 978-981-10-1719-3, 978-981-10-1721-6

Le Ngo, Anh Cat and Oh, Yee Hui and Phan, Raphael Chung Wei and See, John Su Yang (2016) Eulerian emotion magnification for subtle expression recognition. In: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE Xplore, pp. 1243-1247. ISBN 978-1-4799-9988-0

Rahman, Saimunur and See, John Su Yang (2016) Spatio-temporal mid-level feature bank for action recognition in low quality video. In: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE Xplore, pp. 1846-1850. ISBN 978-1-4799-9988-0

Oh, Yee Hui and Le Ngo, Anh Cat and Phan, Raphael C.-W. and See, John Su Yang and Ling, Huo Chong (2016) Intrinsic two-dimensional local structures for micro-expression recognition. In: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE Xplore, pp. 1851-1855.

Rahman, Saimunur and See, John Su Yang and Ho, Chiung Ching (2016) Action recognition in low quality videos by jointly using shape, motion and texture features. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 83-88. ISBN 978-1-4799-8996-6

Saemi, Mohamad Mahdi and See, John Su Yang and Tan, Suyin (2016) Lost and found: Identifying objects in long-term surveillance videos. In: 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, pp. 99-104. ISBN 978-1-4799-8996-6

See, John Su Yang and Rahman, Saimunur (2016) On the Effects of Low Video Quality in Human Action Recognition. In: 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, pp. 1-8. ISBN 978-1-4673-6795-0

Liong, Sze Teng and Phan, Raphael Chung Wei and See, John Su Yang and Oh, Yee Hui and Wong, Kok Sheik (2015) Optical strain based recognition of subtle emotions. In: 2014 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2014. IEEE, pp. 180-184. ISBN 978-147996120-7

Conference or Workshop Item

Nagappan, Sidharrth and Tan, Jia Qi and Wong, Lai Kuan and See, John Su Yang (2023) Context-Aware Multi-Stream Networks for Dimensional Emotion Prediction in Images. In: 2023 IEEE International Conference on Image Processing (ICIP), 08-11 October 2023, Kuala Lumpur, Malaysia.

Chong, Onn Keat and Goh, Hui Ngo and See, John Su Yang (2023) What Modality Matters? Exploiting Highly Relevant Features for Video Advertisement Insertion. In: 2023 IEEE International Conference on Image Processing (ICIP), 08-11 October 2023, Kuala Lumpur, Malaysia.

Chong, Onn Keat and See, John Su Yang and Goh, Hui Ngo (2022) Framework and Techniques for Dynamic Digital Advertisement Insertion. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ghazali, Muhammad Faiz and Wong, Lai Kuan and Loh, Yuen Peng and See, John Su Yang (2022) In Silico Study of Interosseous Membrane Behaviour in 3D Forearm Rotation. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Ban, Kar Weng and See, John Su Yang and Abdullah, Junaidi and Loh, Yuen Peng (2022) BadmintonDB: A Badminton Dataset for Player-specific Match Analysis and Prediction. In: MM '22: The 30th ACM International Conference on Multimedia, 14 October 2022, Lisboa, Portugal.

See, John Su Yang and Adam, Hartwig and McLaughlin, Kree and Cheng, Wenhuang and Narayanan, Shrikanth Shri and Somandepalli, Krishna and Martinez, Victor and Lin, Weisi and Kumar, Naveen and Goldlücke, Bastian and Saupe, Dietmar and Hosu, Vlad and Guha, Tanaya (2020) ATQAM/MAST'20: Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends. In: MM '20: Proceedings of the 28th ACM International Conference on Multimedia, 12 October 2020, Virtual Event, USA.

Lee, Yean Wei and Wong, Lai Kuan and See, John Su Yang (2020) Image Dehazing With Contextualized Attentive U-NET. In: International Conference on Image Processing, 25-28 Oct. 2020, Abu Dhabi, United Arab Emirates.

June, Hao Ching and See, John Su Yang and Wong, Lai Kuan (2020) Learning Image Aesthetics by Learning Inpainting. In: 2020 IEEE International Conference on Image Processing (ICIP), 25-28 Oct. 2020, Virtual, Abu Dhabi, UAE.

Ba Wazir, Abdulaziz Saleh and Abdul Karim, Hezerul and Lye Abdullah, Mohd Haris and Mansor, Sarina and AlDahoul, Nouar and Ahmad Fauzi, Mohammad Faizal and See, John Su Yang (2020) Spectrogram-Based Classification Of Spoken Foul Language Using Deep CNN. In: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 21-24 Sept. 2020, Tampere, Finland.

Lim, Lucinda and Khor, Huai Qian and Chaemchoy, Phatcharawat and See, John Su Yang and Wong, Lai Kuan (2020) Where Is The Emotion? Dissecting A Multi-Gap Network For Image Emotion Classification. In: 2020 IEEE International Conference on Image Processing (ICIP), 25-28 Oct. 2020, Virtual, Abu Dhabi, UAE.

Khor, Huai Qian and See, John Su Yang and Liong, Sze Teng and Phan, Raphael Chung Wei and Lin, Weiyao (2019) Dual-stream Shallow Networks for Facial Micro-expression Recognition. In: 2019 IEEE International Conference on Image Processing (ICIP), 22-25 Sept. 2019, Taipei, Taiwan.

Chew, Yan Han and Wong, Lai Kuan and See, John Su Yang and Khor, Huai Qian and Abivishaq, Balasubramanian (2019) LiteEmo: Lightweight Deep Neural Networks for Image Emotion Recognition. In: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 27-29 Sept. 2019, Kuala Lumpur, Malaysia.

See, John Su Yang and Lin, Weiyao and Xu, Qichao (2019) Localization Guided Fight Action Detection in Surveillance Videos. In: 2019 IEEE International Conference on Multimedia and Expo, ICME 2019, 8-12 July 2019, Shanghai, China.

See, John Su Yang and Peng, Jinlong and Qiu, Fan and Guo, Qi and Huang, Shaoshuai and Ling, Yu Duan and Lin, Weiyao (2019) Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking. In: 33rd IEEE International Conference on Visual Communications and Image Processing, VCIP 2018, 9-12 December 2018, Taichung, Taiwan.

Chen, Kean and Li, Jianguo and See, John Su Yang and Ji, Wang and Duan, Lingyu and Chen, Zhibo and He, Changwei and Zou, Junni (2019) Towards Accurate One-Stage Object Detection with AP-Loss. In: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 16-20 June 2019, Long Beach Convention Center, Long Beach, CA, United States.

Thesis

See, John Su Yang (2014) Spatio-temporal framework and algorithms for video-based face recognition. PhD thesis, Multimedia University.

See, John Su Yang (2005) Algorithms For An Integrated Vision-Based Home Security System. Masters thesis, Multimedia University.