142 citations · 327 across the 24 of their papers we have counts for
25 papers
Open Set Action Recognition via Multi-Label Evidential Learning
Chen Zhao, Dawei Du, Anthony Hoogs +1
Existing methods for open-set action recognition focus on novelty detection that assumes video clips show a single action, which is unrealistic in the real world. We propose a new…
Reconstructing Humpty Dumpty: Multi-feature Graph Autoencoder for Open Set Action Recognition
Dawei Du, Ameya Shringi, Anthony Hoogs +1
Most action recognition datasets and algorithms assume a closed world, where all test samples are instances of the known classes. In open set problems, test samples may be drawn fr…
Human Activity Recognition in an Open World
Derek S. Prijatelj, Samuel Grieggs, Jin Huang +6
Managing novelty in perception-based human activity recognition (HAR) is critical in realistic settings to improve task performance over time and ensure solution generalization out…
MEVID: Multi-view Extended Videos with Identities for Video Person Re-Identification
Daniel Davila, Dawei Du, Bryon Lewis +8
In this paper, we present the Multi-view Extended Videos with Identities (MEVID) dataset for large-scale, video person re-identification (ReID) in the wild. To our knowledge, MEVID…
Unbiased Multi-Modality Guidance for Image Inpainting
Yongsheng Yu, Dawei Du, Libo Zhang +1
Image inpainting is an ill-posed problem to recover missing or damaged image content based on incomplete images with masks. Previous works usually predict the auxiliary structures…
Multi-Granularity Alignment Domain Adaptation for Object Detection
Wenzhang Zhou, Dawei Du, Libo Zhang +2
Domain adaptive object detection is challenging due to distinctive data distribution between source domain and target domain. In this paper, we propose a unified multi-granularity…