Prof. LIU Kai (劉凱)
Research Output
- 2024
- Published
Integrating virtual reality farm and facility tours into a veterinary curriculum to improve student outcomes
Flaya, K. J., Liu, K. & Parkes, R. S. V., 27 Oct 2024.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
- Published
A Two-Stage Computer Vision Framework for Individual Recognition and Precision Data Collection Illustrated through Piglets in Farrowing Pens
Guo, C., Guo, Z., Ede, T., Lyu, L., He, Z., Mao, A., Parsons, T. D., & 1 others, Sept 2024, 11th European Conference on Precision Livestock Farming (ECPLF 2024). European Conference on Precision Livestock Farming, p. 1698-1706 (European Conference on Precision Livestock Farming).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Cross-species knowledge sharing for improved animal activity recognition with limited labelled data
Mao, A., Zhu, M., Huang, E., Guo, Z., He, Z., Lyu, L., Norton, T., & 1 others, Sept 2024, 11th European Conference on Precision Livestock Farming (ECPLF 2024). European Conference on Precision Livestock Farming, p. 556-562 (European Conference on Precision Livestock Farming).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
DeMVpp-YOLO: A lightweight pig behaviour detection model for improving pig health management in farrowing pens
Guo, Z., Lyu, L., He, Z., Guo, C., Mao, A., Huang, E. & Liu, K., Sept 2024, 11th European Conference on Precision Livestock Farming (ECPLF 2024). European Conference on Precision Livestock Farming, p. 1110-1117 (European Conference on Precision Livestock Farming).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Real-time facial identification of Jersey cows using an edge computing device
Lyu, L., Nidhi, M. H., Guo, Z., He, Z., Flay, K. J. & Liu, K., Sept 2024, 11th European Conference on Precision Livestock Farming. European Conference on Precision Livestock Farming, p. 720-727Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Real-time pose estimation for suckling piglets using affordable surveillance cameras
He, Z., Guo, C., Guo, Z., Lyu, L., Mao, A., Huang, E. & Liu, K., Sept 2024, 11th European Conference on Precision Livestock Farming (ECPLF 2024). European Conference on Precision Livestock Farming, p. 1126-1133 (European Conference on Precision Livestock Farming).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
FLoRa+: Energy-Efficient, Reliable, Beamforming-Assisted, and Secure Over-The-Air Firmware Update in LoRa Networks
SUN, Z., NI, T., YANG, H., LIU, K., ZHANG, Y., GU, T. & XU, W., May 2024, In: ACM Transactions on Sensor Networks. 20, 3, 28 p., 54.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
On-chip droplet analysis and cell spheroid screening by capillary wrapping enabled shape-adaptive ferrofluid transporters
Wang, X., Li, X., Pu, A., Shun, H. B., Chen, C., Ai, L., Tan, Z., & 5 others, 21 Mar 2024, In: Lab on a Chip. 24, 6, p. 1782-1793 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Species sensitivities to artificial light at night: A phylogenetically controlled multilevel meta-analysis on melatonin suppression
Yang, Y., Liu, Q., Pan, C., Chen, J., Xu, B., Liu, K., Pan, J., & 2 others, Feb 2024, In: Ecology Letters. 27, 2, e14387.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
A non-contact and fasting estimating method for respiration rate of cows using machine vision
Wang, X., Chen, B., Yang, R., Liu, K., Cuan, K. & Cao, M., Jan 2024, In: Agriculture (Switzerland). 14, 1, 40.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
- Published
RF-Egg: An RF Solution for Fine-Grained Multi-Target and Multi-Task Egg Incubation Sensing
Sun, Z., Ni, T., Chen, Y., Duan, D., Liu, K. & Xu, W., 2024, ACM MobiCom ’24: Proceedings of the Thirtieth International Conference On Mobile Computing And Networking. New York, NY: Association for Computing Machinery, p. 528-542Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - 2023
- Published
A Teacher-to-Student Information Recovery Method Toward Energy-Efficient Animal Activity Recognition at Low Sampling Rates
Mao, A., Zhu, M., Huang, E., Yao, X. & Liu, K., Oct 2023, In: Computers and Electronics in Agriculture. 213, 108242.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
DeMVpp-YOLO: A lightweight pig behavior detection model for improved pig health management in farrowing pens
Guo, Z., Lyu, L., He, Z., Mao, A., Huang, E. & Liu, K., Oct 2023, 2023 International Symposium on Animal Environment and Welfare. 4 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Deep Learning-based Animal Activity Recognition with Wearable Sensors: Overview, Challenges, and Future Directions
Mao, A., Huang, E., Wang, X. & Liu, K., Aug 2023, In: Computers and Electronics in Agriculture. 211, 108043.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 25 - Published
Counting piglet suckling events using deep learning-based action density estimation
Gan, H., Guo, J., Liu, K., Deng, X., Zhou, H., Luo, D., Chen, S., & 2 others, Jul 2023, In: Computers and Electronics in Agriculture. 210, 107877.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network
Huang, E., Mao, A., Hou, J., Wu, Y., Xu, W., Ceballos, M. C., Parsons, T. D., & 1 others, Jul 2023, In: Computers and Electronics in Agriculture. 210, 107950.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - Published
A semi-supervised generative adversarial network for amodal instance segmentation of piglets in farrowing pens
Huang, E., He, Z., Mao, A., Ceballos, M. C., Parsons, T. D. & Liu, K., Jun 2023, In: Computers and Electronics in Agriculture. 209, 107839.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Robust animal activity recognition using wearable sensors: A correlation distillation-based information recovery method toward data having low sampling rates
Mao, A. X., Huang, E. D., Zhu, M. L. & Liu, K., 24 May 2023, The U.S. Precision Livestock Farming 2023: Conference Proceedings of the 2nd U.S. Precision Livestock Farming Conference. ZHAO, Y., BERCKMANS, D., GAN, H., RAMIREZ, B., SIEGFORD, J. & WANG-LI, L. (eds.). The Proceedings Committee of the 2nd U.S. Precision Livestock Farming Conference, p. 416-423Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Occlusion-resistant locomotion analysis of piglets using amodal instance segmentation
Gan, H., Mao, A., Sze, C. N., Huang, E., Ceballos, M. C., Parsons, T. D. & Liu, K., 22 May 2023, The U.S. Precision Livestock Farming 2023: Conference Proceedings of the 2nd U.S. Precision Livestock Farming Conference. ZHAO, Y., BERCKMANS, D., GAN, H., RAMIREZ, B., SIEGFORD, J. & WANG-LI, L. (eds.). The Proceedings Committee of the 2nd U.S. Precision Livestock Farming Conference, p. 78-84Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
