Toward Intelligent Design: An AI-based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators H Yan, H Zhang, L Liu, D Zhou, X Xu, Z Zhang, S Yan IEEE Transactions on Multimedia, 2022 | 61 | 2022 |
Crowd Counting by Using Top-k Relations: A Mixed Ground-Truth CNN Framework L Dong, H Zhang, K Yang, D Zhou, J Shi, J Ma IEEE Transactions on Consumer Electronics, 2022 | 59 | 2022 |
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles D Zhou, H Zhang, Q Li, J Ma, X Xu IEEE Transactions on Multimedia, 2023 | 27 | 2023 |
Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework D Zhou, H Zhang, K Yang, L Liu, H Yan, X Xu, Z Zhang, S Yan IEEE Transactions on Neural Networks and Learning Systems, 2024 | 22 | 2024 |
Toward Fashion Intelligence in the Big Data Era: State-of-the-Art and Future Prospects L Liu, H Zhang, D Zhou, J Shi IEEE Transactions on Consumer Electronics, 2023 | 17 | 2023 |
Clothing Generation by Multi-modal Embedding: A Compatibility Matrix-regularized GAN Model L Liu, H Zhang, D Zhou Image and Vision Computing 107, 104097, 2021 | 13 | 2021 |
Warpclothingout: A Stepwise Framework for Clothes Translation from the Human Body to Tiled Images H Zhang, X Wang, L Liu, D Zhou, Z Zhang IEEE MultiMedia 27 (4), 58-68, 2020 | 12 | 2020 |
PaaRPN: Probabilistic Anchor Assignment with Region Proposal Network for Visual Tracking K Yang, H Zhang, D Zhou, L Dong Information Sciences 598, 19-36, 2022 | 10 | 2022 |
CCTwins: A Weakly-Supervised Transformer-based Crowd Counting Method with Adaptive Scene Consistency Attention L Dong, H Zhang, D Zhou, J Shi, J Ma IEEE Transactions on Consumer Electronics, 2023 | 8 | 2023 |
TGAN: A Simple Model Update Strategy for Visual Tracking via Template-guidance Attention Network K Yang, H Zhang, D Zhou, L Liu Neural Networks 144, 61-74, 2021 | 7 | 2021 |
Safe-VLN: Collision Avoidance for Vision-and-Language Navigation of Autonomous Robots Operating in Continuous Environments L Yue, D Zhou, L Xie, F Zhang, Y Yan, E Yin IEEE Robotics and Automation Letters, 2024 | 6 | 2024 |
IASA: An IoU-aware tracker with adaptive sample assignment K Yang, H Zhang, D Zhou, L Dong, J Ma Neural Networks, 2023 | 6 | 2023 |
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting D Zhou, H Zhang, J Ma, J Fan, Z Zhang ACM International Conference on Multimedia, 2023 | 4 | 2023 |
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing D Zhou, H Zhang, J Ma, J Shi IEEE Transactions on Circuits and Systems for Video Technology, 1-15, 2023 | 3 | 2023 |
Towards Intelligent Design: A Self-Driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures M Dong*, D Zhou*, J Ma, H Zhang IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 | 1 | 2024 |
Toward Intelligent Interactive Design: A Generation Framework Based on Cross-domain Fashion Elements J Shi, H Zhang, D Zhou, Z Zhang ACM International Conference on Multimedia, 2023 | 1 | 2023 |
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition B Hao*, D Zhou*, X Li, X Zhang, L Xie, J Wu, E Yin IEEE International Conference on Acoustics, Speech, and Signal Processing, 1-5, 2025 | | 2025 |
Advanced Multimodal Compatibility Modeling and Recommendation W Guan, X Song, D Zhou, L Nie Springer Nature, 2025 | | 2025 |