Evaluating the Efficacy of Skincare Product: A Realistic Short-Term Facial Pore Simulation Ling Li, Bandara Dissanayake, Tatsuya Omotezako, Yunjie Zhong, Qing Zhang, Rizhao Cai, Qian Zheng, Dennis
Sng, Weisi Lin, Yufei Wang, Alex Kot, IS&T Electronic Imaging 2023Unsupervised Deep Digital Staining for Microscopic Cell Images via Knowledge Distillation ZW Xu, LQ Guo, SY Zhang, AC Kot, and BH Wen,
2023 IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP)Benchmarking White Blood Cell Classification Under Domain Shift Satoshi Tsutsui, Zhengyang Su, and Bihan Wen, 2023 IEEE International
Conference on Acoustic, Speech and Signal Processing (ICASSP)Fostering Explainable AI in Hematology: A White Blood Cell Recognition Dataset with Detailed Explanatory Attributes Satoshi Tsutsui, Winnie Pang, Bihan Wen, 2023 Advances in Neural Information Processing Systems (NeurIPS) Disentangled Feature Representation for Few-shot Image Classification Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, and Bihan Wen, 2023 IEEE Transactions
on Neural Networks and Learning Systems (TNNLS)Towards Explainable Recommendation Via Bert-Guided Explanation Generator HJ Zhan, L Li, SH Li, WD Liu, M Gupta, and AC Kot, 2023 IEEE International Conference
on Acoustic, Speech and Signal Processing (ICASSP)WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes Satoshi Tsutsui, Winnie Pang, Bihan Wen, 2023 Advances in Neural Information Processing
Systems (NeurIPS)
A Compact Joint Distillation Network for Visual Food Recognition Heng Zhao, Kim Hui Yap, Alex C. Kot, IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP) 2021Fusion Learning using Semantics and Graph Convolutional Network for Visual Food Recognition Heng Zhao, Kim Hui Yap, Alex C. Kot, Workshop on Applications in Computer Vision (WACV) 2021A3-FKG: Attentive Attribute-Aware Fashion Knowledge Graph for Outfit Preference Prediction Huijing Zhan, Jie Lin, Kenan Emir, B Shi, LY Duan, and A C Kot, IEEE Transactions on Multimedia (TMM) 2021
GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot, IEEE
Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020Pose-Normalized and Appearance-Preserved Street-to-Shop Clothing Image Generation and Feature Learning Huijing Zhan, Chenyu Yi, Boxin Shi, Ling-Yu Duan, Alex C. Kot,
IEEE Transactions on Multimedia (TMM) 2020JDNet: A Joint-learning Distilled Network for Mobile Visual Food Recognition Heng Zhao (NTU), Kim-Hui Yap (NTU), Alex C. Kot (NTU), Lingyu Duan (PKU), IEEE Journal of Selected Topics in Signal Processing 2020A Compact Knowledge Distillation Network for Visual Food Recognition Heng Zhao, Kim-Hui Yap, Alex Chichung Kot, Lingyu Duan, International Conference of
Mass Data Analysis of Signals and Images in Artificial Intelligence and Pattern Recognition (MDA AI&PR) 2020Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai, IEEE Conference on Computer Vision and Pattern Recognition
(CVPR) 2020
A Compact Distilled Network by Accelerated Ensemble Learning for Mobile Visual Food Recognition Heng Zhao*, Kim-Hui Yap, Alex C. Kot, 21st International Conference on Artificial Intelligence (ICAI), USA. (poster paper) 2019Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition Zhao Heng, Kim-Hui Yap, Alex C. Kot, Lingyu Duan, Ngai-Man Cheung, IEEE International Symposium on Circuits and Systems (ISCAS), FoodCAS 2019M2E-Try On Net: Fashion from Model to Everyone Zhonghua Wu, Guosheng Lin, Qingyi Tao, Jianfei Cai, 27th ACM International Conference on Multimedia (ACM MM), Nice, France 2019
Personalized Knowledge Distillation-based Mobile Food Recognition Zhao Heng, Sharmili Roy, Kim-Hui Yap, Alex Kot, Lingyu Duan, The 20th International Conference on Artificial Intelligence (ICAI) 2018Visual Food Recognition for Dietary Logging and Health Monitoring Sharmili Roy, Zhao Heng, Kim-Hui Yap, Alex Kot, and Lingyu Duan, Learning Approaches in Signal Processing (Chapter 18), Pan Stanford Publishing 2018 Tiered Similarity Search for Fashion Dipu Manandhar, Muhammet Bastan, Kim Hui Yap, European Conference on Computer Vision (ECCV) 2018Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks Jason Kuen, Xiangfei Kong, Zhe Lin, Gang Wang, Jianxiong Yin, Simon See, Yap-Peng Tan, IEEE Conference
on Computer Vision and Pattern Recognition (CVPR) 2018Cross-Modal Discrete Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Pattern Recognition (PR) 2018Unsupervised Multiple-Instance Learning for Instance Search Zhenzhen Wang, Junsong Yuan, IEEE International Conference on Multimedia and Expo (ICME) 2018Brand-Aware Fashion Clothing Search using CNN Feature Encoding and Re-ranking Dipu Manandhar, Kim Hui Yap, Muhammet Bastan, Zhao Heng, IEEE International
Symposium on Circuits & Systems (ISCAS) 2018Multi-view Harmonized Bilinear Network for 3D Object Recognition Tan Yu, Jingjing Meng, Junsong Yuan, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
Fashion Analysis with A Subordinate Attribute Classification Network Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE International Conference on Multimedia and Expo (ICME) 2017Nonlinear Dictionary Learning with Application to Image Classification Junlin Hu, Yap-Peng Tan, Pattern Recognition (PR) 2017DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen, Xiangfei Kong, Gang Wang, Yap-Peng Tan, ICCV Workshop on Compact and Efficient Feature Representation and Learning
in Computer Vision (CEFRL) 2017Common Visual Pattern Discovery and Search Zhenzhen Wang, Jingjing Meng, Tan Yu and Junsong Yuan, Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) 2017Cross-Modal Deep Variational Hashing Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, Internaltional Conference on Computer Vision (ICCV) 2017Compressive Quantization for Fast Object Instance Search in Videos Tan Yu, Zhenzhen Wang, Junsong Yuan, Internaltional Conference on Computer Vision (ICCV) 2017Cross-Modal Hashing Network for Multimedia Search Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, IEEE International Conference on Image Processing (ICIP) 2017Is My Object in this Video? Reconstruction-based Object Search in Videos Tan Yu, Jingjing Meng, Junsong Yuan, International Joint Conference on Artificial Intelligence (IJCAI) 2017Deep Level Sets for Salient Object Detection Ping Hu, Bing Shuai, Jun Liu, Gang Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos Tan Yu, Yuwei Wu, Junsong Yuan, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017Lattice-Support repetitive local feature detection for visual search Dipu Manandhar, Kim-Hui Yap, Zhenwei Miao, Lap-Pui Chau, Pattern Recognition Letters (PRL) 2017Cross-Domain Shoe Retrieval with a Semantic Hierarchy of Attribute Classification Network Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE Transactions on Image Processing (TIP) 2017Cross-Domain Shoe Retrieval Using a Three-Level Deep Feature Representation Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE International Symposium on Circuits Systems (ISCAS) 2017Street-to-Shop Shoe Retrieval Huijing Zhan, Boxin Shi, Alex C. Kot, British Machine Vision Conference (BMVC)Street-to-Shop Shoe Retrieval with Multi-Scale Viewpoint Invariant Triplet Network H J Zhan, B X Shi and A C Kot, IEEE International Conference on Image Processing (ICIP) 2017Efficient Object Instance Search Using Fuzzy Objects Matching Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan, 31st AAAI Conference on Artificial Intelligence (AAAI) 2017Feature Repetitiveness Similarity Metrics in Visual Search Dipu Manandhar, Kim-Hui Yap, IEEE Signal Processing Letters (SPL) 2017Deep Hashing for Scalable Image Search Jiwen Lu, Venice Erin Liong, Jie Zhou, IEEE Transactions on Image Processing
(TIP) 2017Integrated 3D Feature Augmentation and View Selection in Commercial Product Search Anu Susan Skaria, Kim-Hui Yap, IEEE International Conference on Image Processing
(ICIP) 2017
Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang and Bing Wang, IEEE Transactions on Image Processing 2016Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery Jingjing Meng, Junsong Yuan, Jiong Yang, Gang Wang, Yap-Peng Tan, IEEE Transactions on Multimedia, 2016Query Adaptive Instance Search Using Object Sketches Das Bhattacharjee Sreyasee, Junsong Yuan, Weixiang Hong, Xiang Ruan, ACM MULTIMEDIA 2016On Branded Handbag Recognition Yan Wang, Sheng Li, Alex C. Kot, IEEE Transactions on Multimedia (TMM) 2016Query-Adaptive Small Object Search Using Object Proposals and Shape-Aware Descriptors Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Ling-Yu Duan, IEEE Transactions on Multimedia (TMM) 2016
Joint Learning For Image-Based Handbag Recommendation Yan Wang, Sheng Li, Alex Kot, IEEE International Conference on Multimedia and Expo (ICME) 2015Dominant SIFT: A novel compact descriptor Anh T. Tra, Weisi Lin, Alex Kot, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015 Learning Semantic Visual Dictionaries: A new Method For Local Feature Encoding Bing SHUAI, Zhen ZUO and Gang WANG, IEEE International Conference on Digital Signal Processing (DSP) 2015Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior Gangqiang Zhao, Junsong Yuan, Gang Hua, Jiong Yang, IEEE Transactions on Image Processing (TIP) 2015DeepBag: Recognizing Handbag Models Yan Wang, Sheng Li , Kot, A.C., IEEE Transactions on Multimedia (TMM) 2015Part-based Deformable Object Detection with a Single Sketch Sreyasee Das Bhattacharjee & Anurag Mittal, Computer Vision and Image Understanding (CVIU) 2015Fast Object Instance Search in Videos from One Example Jingjing Meng, Junsong Yuan, Yap-Peng Tan, Gang Wang, IEEE International Conference on Image Processing (ICIP) 2015Query-Adaptive Logo Search using Shape-Aware Descriptors Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Lingyu Duan, ACMMULTIMEDIA 2015Randomized Spatial Context for Object Search Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo, IEEE Transactions on Image Processing (TIP) 2015Tagging the Shoe Images by Semantic Attributes Huijing ZHAN, Sheng LI and Alex KOT, IEEE International Conference on Digital Signal Processing (DSP) 2015Visual Recognition by Learning from Web Data: A Weakly Supervised Domain Generalization Approach Li Niu, Wen Li, Dong Xu, 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)Deep Hashing for Compact Binary Codes Learning Venice Erin Liong, Jiwen Lu, Gang Wang, Pierre Moulin, Jie Zhou, 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015)Feature Weighting in Visual Product Recognition Wen Zhang, Kim-Hui Yap, Da-Jiang Zhang, Zhenwei Miao, IEEE International Symposium on Circuits and Systems (ISCAS) 2015Hybrid Feature-Based Wallpaper Visual Search Kim-Hui Yap, Zhenwei Miao, IEEE International Symposium on Circuits and Systems (ISCAS) 2015Randomized Spatial Context for Object Search Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo, IEEE Transactions on Image Processing (TIP) 2015Multi-View Domain Generalization for Visual Recognition Li Niu, Wen Li, Dong Xu, International Conference on Computer Vision (ICCV) 2015Augmented Visual Phrase in Mobile Product Recognition Wen ZHANG, Anu Susan SKARIA, Dipu MANANDHAR, Kim-Hui YAP, Zhenwei MIAO, 10th International Conference on Information, Communications and Signal Processing (ICICS 2015)
Exploiting Privileged Information from Web Data for Image Categorization Wen Li, Li Niu, Dong Xu, European Conference on Computer Vision (ECCV) 2014Complementary Feature Extraction for Branded Handbag Recognition Yan Wang, Sheng Li, and Alex C. Kot, IEEE International Conference on Image Processing (ICIP) 2014Mobile Product Recognition with Efficient Bag-of-Phrase Visual Search Dajiang Zhang, Kim-Hui Yap and Sinduja Subbhuraam, International Symposium on Communications, Control, and Signal Processing (ISCCSP) 2014Context-Aware Discovery of Visual Co-occurrence Patterns Hongxing Wang, Junsong Yuan, Ying Wu, IEEE Transactions on Image Processing (TIP), Vol. 23 (2014), Issue 4, pp.1805 - 1819, Apr 2014Category-Separating Strategy for Branded Handbag Recognition Yan Wang, Sheng Li, Alex C. Kot, International Symposium on Communications, Control and Signal Processing (ISCCSP) 2014Visual Pattern Discovery in Image andVideo Data: A Brief Survey Hongxing Wang, Gangqiang Zhao, Junsong Yuan, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIREs DMKD), Vol.4 (2014), Issue 1, pp.24 – 37, Jan/Feb 2014
Mobile Media Communication, Processing, and Analysis: A Review of Recent Advances Wen Gao, Ling-Yu Duan, Jun Sun, Junsong Yuan, Yonggang Wen, Yap-Peng Tan, Jianfei Cai, Alex C. Kot, IEEE International Symposium
on Circuits and Systems (ISCAS), pp.869~872, 2013Compact Descriptors for Mobile Visual Search and MPEG CDVS Standardization Ling-Yu Duan, Feng Gao, Jie Chen, Jie Lin, Tiejun Huang , IEEE International Symposium on Circuits and Systems (ISCAS), pp.885~888, 2013Robust Fisher Codes for Large Scale Image Retrieval Jie Lin, Ling-Yu Duan, Tiejun Huang, Wen Gao, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp.1513~1517, 2013 On the Interoperability of Local Descriptors Compression Jie Chen, Ling-Yu Duan, Jie Lin, Rongrong Ji, Tiejun Huang, Wen Gao, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp.1518~1522, 2013Learning Weighted Geometric Pooling for Image Classification Chaoqun Weng, Hongxing Wang, Junsong Yuan, IEEE International Conference on Image Processing (ICIP) 2013Object Instance Search in Videos Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu, 9th International Conference on Information, Communications and Signal Processing (ICICS) 2013
Location Discriminative Vocabulary Coding for Mobile Landmark Search Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, Wen Gao , International Journal of Computer Vision, Vol.96, Issue 3:
290~314, Jul 2011Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao, Proceedings of the Twenty-Second International Joint Conference
on Artificial Intelligence, pp.2456~2463 (IJCAI 2011)