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Object Recognition & Retrieval
- A compact joint distillation network for visual food recognition
Heng Zhao, Kim Hui Yap, Alex C. Kot, 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Fusion Learning using Semantics and Graph Convolutional Network for Visual Food Recognition
Heng Zhao, Kim Hui Yap, Alex C. Kot, 2021 Workshop on Applications in Computer Vision (WACV)
- 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, 2021 IEEE Transactions on Multimedia (TMM)
- GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement
Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot, 2020 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- 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, 2020 IEEE Transactions on Multimedia (TMM)
- 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), 2020 IEEE Journal of Selected Topics in Signal Processing
- A COMPACT KNOWLEDGE DISTILLATION NETWORK FOR VISUAL FOOD RECOGNITION
Heng Zhao, Kim-Hui Yap, Alex Chichung Kot, Lingyu Duan, 2020 International Conference of Mass Data Analysis of Signals and Images in Artificial Intelligence and Pattern Recognition (MDA AI&PR)
- Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection
Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai, 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- A Compact Distilled Network by Accelerated Ensemble Learning for Mobile Visual Food Recognition
Heng Zhao*, Kim-Hui Yap, Alex C. Kot, 2019 21st International Conference on Artificial Intelligence (ICAI), USA. (poster paper)
- 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, 2019 IEEE International Symposium on Circuits and Systems (ISCAS), FoodCAS
- M2E-Try On Net: Fashion from Model to Everyone
Zhonghua Wu, Guosheng Lin, Qingyi Tao, Jianfei Cai, 2019 27th ACM International Conference on Multimedia (ACM MM), Nice, France
- Personalized Knowledge Distillation-based Mobile Food Recognition
Zhao Heng, Sharmili Roy, Kim-Hui Yap, Alex Kot, Lingyu Duan, 2018 The 20th International Conference on Artificial Intelligence (ICAI)
- Visual Food Recognition for Dietary Logging and Health Monitoring
Sharmili Roy, Zhao Heng, Kim-Hui Yap, Alex Kot, and Lingyu Duan, 2018 Learning Approaches in Signal Processing (Chapter 18), Pan Stanford Publishing
- Tiered Similarity Search for Fashion
Dipu Manandhar, Muhammet Bastan, Kim Hui Yap, 2018 European Conference on Computer Vision (ECCV)
- 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, 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- Cross-Modal Discrete Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, 2018 Pattern Recognition (PR)
- Unsupervised Multiple-Instance Learning for Instance Search
Zhenzhen Wang, Junsong Yuan, 2018 IEEE International Conference on Multimedia and Expo (ICME)
- Brand-Aware Fashion Clothing Search using CNN Feature Encoding and Re-ranking
Dipu Manandhar, Kim Hui Yap, Muhammet Bastan, Zhao Heng, 2018 IEEE International Symposium on Circuits & Systems (ISCAS)
- Multi-view Harmonized Bilinear Network for 3D Object Recognition
Tan Yu, Jingjing Meng, Junsong Yuan, 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- FASHION ANALYSIS WITH A SUBORDINATE ATTRIBUTE CLASSIFICATION NETWORK
Huijing Zhan, Boxin Shi, Alex C. Kot, 2017 IEEE International Conference on Multimedia and Expo (ICME)
- 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, 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)
- Cross-Modal Deep Variational Hashing
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou, 2017 Internaltional Conference on Computer Vision (ICCV)
- Compressive Quantization for Fast Object Instance Search in Videos
Tan Yu, Zhenzhen Wang, Junsong Yuan, 2017 Internaltional Conference on Computer Vision (ICCV)
- Cross-Modal Hashing Network for Multimedia Search
Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, 2017 IEEE International Conference on Image Processing (ICIP)
- Is My Object in this Video? Reconstruction-based Object Search in Videos
Tan Yu, Jingjing Meng, Junsong Yuan, 2017 International Joint Conference on Artificial Intelligence (IJCAI)
- Deep Level Sets for Salient Object Detection
Ping Hu, Bing Shuai, Jun Liu, Gang Wang, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos
Tan Yu, Yuwei Wu, Junsong Yuan, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- 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, 2017 IEEE International Symposium on Circuits Systems (ISCAS)
- 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, 2017 IEEE International Conference on Image Processing (ICIP)
- Efficient Object Instance Search Using Fuzzy Objects Matching
Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan, 2017 31st AAAI Conference on Artificial Intelligence (AAAI)
- 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, 2017 IEEE International Conference on Image Processing (ICIP)
- 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
- Joint Learning For Image-Based Handbag Recommendation
Yan Wang, Sheng Li, Alex Kot, 2015 IEEE International Conference on Multimedia and Expo (ICME)
- Dominant SIFT: A novel compact descriptor
Anh T. Tra, Weisi Lin, Alex Kot, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Learning Semantic Visual Dictionaries: A new Method For Local Feature Encoding
Bing SHUAI, Zhen ZUO and Gang WANG, 2015 IEEE International Conference on Digital Signal Processing (DSP)
- 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, 2015 IEEE International Conference on Image Processing (ICIP)
- 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, 2015 IEEE International Conference on Digital Signal Processing (DSP)
- 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, 2015 IEEE International Symposium on Circuits and Systems (ISCAS)
- Hybrid Feature-Based Wallpaper Visual Search
Kim-Hui Yap, Zhenwei Miao, 2015 IEEE International Symposium on Circuits and Systems (ISCAS)
- Randomized Spatial Context for Object Search
Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo, IEEE Transactions on Image Processing (TIP) 2015
- Exploiting Privileged Information from Web Data for Image Categorization
Wen Li, Li Niu, Dong Xu, 2014 European Conference on Computer Vision (ECCV)
- Multi-view Domain Generalization for Visual Recognition
Li Niu, Wen Li, Dong Xu, 2015 International Conference on Computer Vision (ICCV)
- 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)
- Complementary Feature Extraction for Branded Handbag Recognition
Yan Wang, Sheng Li, and Alex C. Kot, 2014 IEEE International Conference on Image Processing (ICIP)
- Mobile product recognition with efficient bag-of-phrase visual Search
Dajiang Zhang, Kim-Hui Yap and Sinduja Subbhuraam, 2014 International Symposium on Communications, Control, and Signal Processing (ISCCSP)
- 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, April 2014
- Category-Separating Strategy for Branded Handbag Recognition
Yan Wang, Sheng Li, Alex C. Kot, 2014 International Symposium on Communications, Control, and Signal Processing (ISCCSP)
- 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, January/February 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, 2013 IEEE International Symposium on Circuits and Systems (ISCAS), pp.869~872
- Compact Descriptors for Mobile Visual Search and MPEG CDVS Standardization
Ling-Yu Duan, Feng Gao, Jie Chen, Jie Lin, Tiejun Huang , 2013 IEEE International Symposium on Circuits and Systems (ISCAS), pp.885~888
- Robust Fisher Codes for Large Scale Image Retrieval
Jie Lin, Ling-Yu Duan, Tiejun Huang, Wen Gao, 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp.1513~1517
- On the Interoperability of Local Descriptors Compression
Jie Chen, Ling-Yu Duan, Jie Lin, Rongrong Ji, Tiejun Huang, Wen Gao, 2013 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp.1518~1522
- Learning Weighted Geometric Pooling for Image Classification
Chaoqun Weng, Hongxing Wang, Junsong Yuan, 2013 IEEE International Conference on Image Processing(ICIP)
- Object instance search in videos
Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu, 2013 9th International Conference on Information, Communications and Signal Processing (ICICS)
- Randomized Visual Phrases for Object Search
Yuning Jiang, Jingjing Meng & Junsong Yuan, 2012 IEEE Computer Vision and Pattern Recognition (CVPR)
- Rapid Object Search Engine for Contextual Advertisement
Yuning Jiang, Junsong Yuan & Jingjing Meng,2012 ACM Multimed
- 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, July 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 (IJCAI 2011), pp.2456~2463