Search Results for author: Nianchang Huang

Found 5 papers, 1 papers with code

On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identification

1 code implementation11 Jan 2022 Yunqi Miao, Nianchang Huang, Xiao Ma, Qiang Zhang, Jungong Han

Visible-infrared person re-identification (VI-ReID) has been challenging due to the existence of large discrepancies between visible and infrared modalities.

Auxiliary Learning Knowledge Distillation +2

FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification

no code implementations CVPR 2022 Qiang Zhang, Changzhou Lai, Jianan Liu, Nianchang Huang, Jungong Han

Then, a feature-level modality compensation module is present to generate those missing modality-specific features from existing modality-shared ones.

Person Re-Identification

Middle-level Fusion for Lightweight RGB-D Salient Object Detection

no code implementations23 Apr 2021 Nianchang Huang, Qiang Zhang, Jungong Han

The former one first uses two sub-networks to extract unimodal features from RGB and depth images, respectively, and then fuses them for SOD.

object-detection RGB-D Salient Object Detection +1

Exploring Modality-shared Appearance Features and Modality-invariant Relation Features for Cross-modality Person Re-Identification

no code implementations23 Apr 2021 Nianchang Huang, Jianan Liu, Qiang Zhang, Jungong Han

Most existing cross-modality person re-identification works rely on discriminative modality-shared features for reducing cross-modality variations and intra-modality variations.

Cross-Modality Person Re-identification Person Re-Identification

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