Object Recognition & Retrieval
2024
- Controllable and Gradual Facial Blemishes Retouching via Physics-based Modelling
Chenhao Shuai, Rizhao Cai, Bandara Dissanayake, Amanda Newman, Dayan Guan, Dennis Sng, Ling Li, and Alex Kot, 2024 IEEE Conference on Multimedia Expo (ICME)
2023
- 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 2023 - Unsupervised 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)
2022
- Rule-Guided Knowledge-Graph Based Negative Sampling for Outfit Recommendation
Huijing Zhan, Ling Li, Xue Geng, Jie Lin, AC Kot, ACM SIGIR 2022
2021
- 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) 2021 - Fusion 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) 2021 - A3-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
2020
- 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) 2020 - Pose-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) 2020 - JDNet: 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 2020 - A 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) 2020 - Exploring 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
2019
- 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) 2019 - Few-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 2019 - M2E-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
2018
- 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) 2018 - Visual 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) 2018 - Stochastic 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) 2018 - Cross-Modal Discrete Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Pattern Recognition (PR) 2018 - Unsupervised Multiple-Instance Learning for Instance Search
Zhenzhen Wang, Junsong Yuan, IEEE International Conference on Multimedia and Expo (ICME) 2018 - Brand-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) 2018 - Multi-view Harmonized Bilinear Network for 3D Object Recognition
Tan Yu, Jingjing Meng, Junsong Yuan, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
2017
- Fashion Analysis with A Subordinate Attribute Classification Network
Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE International Conference on Multimedia and Expo (ICME) 2017 - Nonlinear Dictionary Learning with Application to Image Classification
Junlin Hu, Yap-Peng Tan, Pattern Recognition (PR) 2017 - DelugeNets: 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) 2017 - Common 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) 2017 - Cross-Modal Deep Variational Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, Internaltional Conference on Computer Vision (ICCV) 2017 - Compressive Quantization for Fast Object Instance Search in Videos
Tan Yu, Zhenzhen Wang, Junsong Yuan, Internaltional Conference on Computer Vision (ICCV) 2017 - Cross-Modal Hashing Network for Multimedia Search
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, IEEE International Conference on Image Processing (ICIP) 2017 - Is My Object in this Video? Reconstruction-based Object Search in Videos
Tan Yu, Jingjing Meng, Junsong Yuan, International Joint Conference on Artificial Intelligence (IJCAI) 2017 - Deep Level Sets for Salient Object Detection
Ping Hu, Bing Shuai, Jun Liu, Gang Wang, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 - HOPE: 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) 2017 - Lattice-Support repetitive local feature detection for visual search
Dipu Manandhar, Kim-Hui Yap, Zhenwei Miao, Lap-Pui Chau, Pattern Recognition Letters (PRL) 2017 - Cross-Domain Shoe Retrieval with a Semantic Hierarchy of Attribute Classification Network
Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE Transactions on Image Processing (TIP) 2017 - Cross-Domain Shoe Retrieval Using a Three-Level Deep Feature Representation
Huijing Zhan, Boxin Shi, Alex C. Kot, IEEE International Symposium on Circuits Systems (ISCAS) 2017 - Street-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) 2017 - Efficient Object Instance Search Using Fuzzy Objects Matching
Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan, 31st AAAI Conference on Artificial Intelligence (AAAI) 2017 - Feature Repetitiveness Similarity Metrics in Visual Search
Dipu Manandhar, Kim-Hui Yap, IEEE Signal Processing Letters (SPL) 2017 - Deep Hashing for Scalable Image Search
Jiwen Lu, Venice Erin Liong, Jie Zhou, IEEE Transactions on Image Processing (TIP) 2017 - Integrated 3D Feature Augmentation and View Selection in Commercial Product Search
Anu Susan Skaria, Kim-Hui Yap, IEEE International Conference on Image Processing (ICIP) 2017
2016
- 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 2016 - Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery
Jingjing Meng, Junsong Yuan, Jiong Yang, Gang Wang, Yap-Peng Tan, IEEE Transactions on Multimedia, 2016 - Query Adaptive Instance Search Using Object Sketches
Das Bhattacharjee Sreyasee, Junsong Yuan, Weixiang Hong, Xiang Ruan, ACM MULTIMEDIA 2016 - On Branded Handbag Recognition
Yan Wang, Sheng Li, Alex C. Kot, IEEE Transactions on Multimedia (TMM) 2016 - Query-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
2015
- Joint Learning For Image-Based Handbag Recommendation
Yan Wang, Sheng Li, Alex Kot, IEEE International Conference on Multimedia and Expo (ICME) 2015 - Dominant 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) 2015 - Topical 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) 2015 - DeepBag: Recognizing Handbag Models
Yan Wang, Sheng Li , Kot, A.C., IEEE Transactions on Multimedia (TMM) 2015 - Part-based Deformable Object Detection with a Single Sketch
Sreyasee Das Bhattacharjee & Anurag Mittal, Computer Vision and Image Understanding (CVIU) 2015 - Fast Object Instance Search in Videos from One Example
Jingjing Meng, Junsong Yuan, Yap-Peng Tan, Gang Wang, IEEE International Conference on Image Processing (ICIP) 2015 - Query-Adaptive Logo Search using Shape-Aware Descriptors
Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Lingyu Duan, ACMMULTIMEDIA 2015 - Randomized Spatial Context for Object Search
Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo, IEEE Transactions on Image Processing (TIP) 2015 - Tagging the Shoe Images by Semantic Attributes
Huijing ZHAN, Sheng LI and Alex KOT, IEEE International Conference on Digital Signal Processing (DSP) 2015 - Visual 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) 2015 - Hybrid Feature-Based Wallpaper Visual Search
Kim-Hui Yap, Zhenwei Miao, IEEE International Symposium on Circuits and Systems (ISCAS) 2015 - Randomized Spatial Context for Object Search
Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo, IEEE Transactions on Image Processing (TIP) 2015 - Multi-View Domain Generalization for Visual Recognition
Li Niu, Wen Li, Dong Xu, International Conference on Computer Vision (ICCV) 2015 - Augmented 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)
2014
- Exploiting Privileged Information from Web Data for Image Categorization
Wen Li, Li Niu, Dong Xu, European Conference on Computer Vision (ECCV) 2014 - Complementary Feature Extraction for Branded Handbag Recognition
Yan Wang, Sheng Li, and Alex C. Kot, IEEE International Conference on Image Processing (ICIP) 2014 - Mobile 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) 2014 - Context-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 2014 - Category-Separating Strategy for Branded Handbag Recognition
Yan Wang, Sheng Li, Alex C. Kot, International Symposium on Communications, Control and Signal Processing (ISCCSP) 2014 - Visual 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
2013
- 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, 2013 - Compact 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, 2013 - Robust 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, 2013 - Learning Weighted Geometric Pooling for Image Classification
Chaoqun Weng, Hongxing Wang, Junsong Yuan, IEEE International Conference on Image Processing (ICIP) 2013 - Object Instance Search in Videos
Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu, 9th International Conference on Information, Communications and Signal Processing (ICICS) 2013
2012
- Randomized Visual Phrases for Object Search
Yuning Jiang, Jingjing Meng & Junsong Yuan, IEEE Computer Vision and Pattern Recognition (CVPR) 2012 - Rapid Object Search Engine for Contextual Advertisement
Yuning Jiang, Junsong Yuan & Jingjing Meng, ACM Multimed 2012
2011
- 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 2011 - Learning 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)