A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends

Kavli Affiliate: Yi Zhou | First 5 Authors: Jiaxin Mei, Tao Zhou, Kaiwen Huang, Yizhe Zhang, Yi Zhou | Summary: Early detection and assessment of polyps play a crucial role in the prevention and treatment of colorectal cancer (CRC). Polyp segmentation provides an effective solution to assist clinicians in accurately locating and segmenting polyp regions. […]


Continue.. A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends

Event-based Visual Inertial Velometer

Kavli Affiliate: Yi Zhou | First 5 Authors: Xiuyuan Lu, Yi Zhou, Shaojie Shen, , | Summary: Neuromorphic event-based cameras are bio-inspired visual sensors with asynchronous pixels and extremely high temporal resolution. Such favorable properties make them an excellent choice for solving state estimation tasks under aggressive ego motion. However, failures of camera pose tracking […]


Continue.. Event-based Visual Inertial Velometer

Event-based Visual Inertial Velometer

Kavli Affiliate: Yi Zhou | First 5 Authors: Xiuyuan Lu, Yi Zhou, Junkai Niu, Sheng Zhong, Shaojie Shen | Summary: Neuromorphic event-based cameras are bio-inspired visual sensors with asynchronous pixels and extremely high temporal resolution. Such favorable properties make them an excellent choice for solving state estimation tasks under aggressive ego motion. However, failures of […]


Continue.. Event-based Visual Inertial Velometer

Impact of Indoor Mobility Behavior on the Respiratory Infectious Diseases Transmission Trends

Kavli Affiliate: Zheng Zhu | First 5 Authors: Ziwei Cui, Ming Cai, Zheng Zhu, Gongbo Chen, Yao Xiao | Summary: The importance of indoor human mobility in the transmission dynamics of respiratory infectious diseases has been acknowledged. Previous studies have predominantly addressed a single type of mobility behavior such as queueing and a series of […]


Continue.. Impact of Indoor Mobility Behavior on the Respiratory Infectious Diseases Transmission Trends

VILLS: Video-Image Learning to Learn Semantics for Person Re-Identification

Kavli Affiliate: Cheng Peng | First 5 Authors: Siyuan Huang, Ram Prabhakar, Yuxiang Guo, Rama Chellappa, Cheng Peng | Summary: Person Re-identification is a research area with significant real world applications. Despite recent progress, existing methods face challenges in robust re-identification in the wild, e.g., by focusing only on a particular modality and on unreliable […]


Continue.. VILLS: Video-Image Learning to Learn Semantics for Person Re-Identification

Self-Supervised Learning of Whole and Component-Based Semantic Representations for Person Re-Identification

Kavli Affiliate: Cheng Peng | First 5 Authors: Siyuan Huang, Yifan Zhou, Ram Prabhakar, Xijun Liu, Yuxiang Guo | Summary: Person Re-Identification (ReID) is a challenging problem, focusing on identifying individuals across diverse settings. However, previous ReID methods primarily concentrated on a single domain or modality, such as Clothes-Changing ReID (CC-ReID) and video ReID. Real-world […]


Continue.. Self-Supervised Learning of Whole and Component-Based Semantic Representations for Person Re-Identification

VILLS — Video-Image Learning to Learn Semantics for Person Re-Identification

Kavli Affiliate: Cheng Peng | First 5 Authors: Siyuan Huang, Ram Prabhakar, Yuxiang Guo, Rama Chellappa, Cheng Peng | Summary: Person Re-identification is a research area with significant real world applications. Despite recent progress, existing methods face challenges in robust re-identification in the wild, e.g., by focusing only on a particular modality and on unreliable […]


Continue.. VILLS — Video-Image Learning to Learn Semantics for Person Re-Identification

GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation

Kavli Affiliate: Cheng Peng | First 5 Authors: Yuxiang Guo, Anshul Shah, Jiang Liu, Rama Chellappa, Cheng Peng | Summary: Gait recognition holds the promise to robustly identify subjects based on walking patterns instead of appearance information. In recent years, this field has been dominated by learning methods based on two principal input representations: dense […]


Continue.. GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation

Low-Temperature Transport Property of Spin-1/2 Random Heisenberg Chains

Kavli Affiliate: Long Zhang | First 5 Authors: Yuejiu Zhao, Long Zhang, , , | Summary: Quenched disorders can strongly influence the physical properties of quantum many-body systems. The real-space strong-disorder renormalization group (SDRG) analysis has shown that the spin-1/2 random Heisenberg chain is controlled by the infinite-randomness fixed point (IRFP) and forms a random […]


Continue.. Low-Temperature Transport Property of Spin-1/2 Random Heisenberg Chains

Low-Temperature Transport Property of Spin-1/2 Random Heisenberg Chains

Kavli Affiliate: Long Zhang | First 5 Authors: Yuejiu Zhao, Long Zhang, , , | Summary: Quenched disorders can strongly influence the physical properties of quantum many-body systems. The real-space strong-disorder renormalization group (SDRG) analysis has shown that the spin-1/2 random Heisenberg chain is controlled by the infinite-randomness fixed point (IRFP) and forms a random […]


Continue.. Low-Temperature Transport Property of Spin-1/2 Random Heisenberg Chains