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In the field of computer vision, the persistent presence of color bias, resulting from fluctuations in real-world lighting and camera conditions, presents a substantial challenge to the robustness of models.
Deepreid: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Tong Xiao, and Xiaogang Wang · 2014
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Person re-identification by local maximal occurrence representation and metric learning
Shengcai Liao, Yang Hu, Xiangyu Zhu, and Stan Z Li · 2015
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Scalable person re-identification: A benchmark
Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, and Qi Tian · 2015
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Improved regularization of convolutional neural networks with cutout
Terrance DeVries and Graham W Taylor · 2017
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Grad-cam: Visual explanations from deep networks via gradient-based localization
Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra · 2017
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Unlabeled samples generated by gan improve the person re-identification baseline in vitro
Zhedong Zheng, Liang Zheng, and Yi Yang · 2017
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Re-ranking person re-identification with k-reciprocal encoding
Zhun Zhong, Liang Zheng, Donglin Cao, and Shaozi Li · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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Image-image domain adaptation with preserved self-similarity and domain-dissimilarity for person re-identification
Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, and Jianbin Jiao · 2018
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Pose transferrable person re-identification
Jinxian Liu, Bingbing Ni, Yichao Yan, Peng Zhou, Shuo Cheng, and Jianguo Hu · 2018
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Person transfer gan to bridge domain gap for person re-identification
Longhui Wei, Shiliang Zhang, Wen Gao, and Qi Tian · 2018
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Generalizing a person retrieval model hetero-and homogeneously
Zhun Zhong, Liang Zheng, Shaozi Li, and Yi Yang · 2018
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Camera style adaptation for person re-identification
Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, and Yi Yang · 2018
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Autoaugment: Learning augmentation policies from data
Ekin Dogus Cubuk, Barret Zoph, Dandelion Mane, Vijay Vasudevan, and Quoc V. Le · 2019
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Mixup as locally linear out-of-manifold regularization
Hongyu Guo, Yongyi Mao, and Richong Zhang · 2019
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Bag of tricks and a strong baseline for deep person re-identification
Hao Luo, Youzhi Gu, Xingyu Liao, Shenqi Lai, and Wei Jiang · 2019
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Deep smoke segmentation
Feiniu Yuan, Lin Zhang, Xue Xia, Boyang Wan, Qinghua Huang, and Xuelong Li · 2019
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Cutmix: Regularization strategy to train strong classifiers with localizable features
Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, and Youngjoon Yoo · 2019
One for more: Selecting generalizable samples for generalizable reid model
Enwei Zhang, Xinyang Jiang, Hao Cheng, Ancong Wu, Fufu Yu, Ke Li, Xiaowei Guo, Feng Zheng, Weishi Zheng, and Xing Sun · 2021
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Person re-identification method based on color attack and joint defence
Yunpeng Gong, Liqing Huang, and Lifei Chen · 2022
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Clothes-changing person re-identification with rgb modality only
Xinqian Gu, Hong Chang, Bingpeng Ma, Shutao Bai, Shiguang Shan, and Xilin Chen · 2022
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Learning disentangled representation implicitly via transformer for occluded person re-identification
Mengxi Jia, Xinhua Cheng, Shijian Lu, and Jian Zhang · 2022
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Dual cross-attention learning for fine-grained visual categorization and object re-identification
Haowei Zhu, Wenjing Ke, Dong Li, Ji Liu, Lu Tian, and Yi Shan · 2022
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Joint discriminative and generative learning for person re-identification
Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, and Jan Kautz · 2019
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Invariance matters: Exemplar memory for domain adaptive person re-identification
Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, and Yi Yang · 2019
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High-order information matters: Learning relation and topology for occluded person re-identification
Guan’an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, and Jian Sun · 2020
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Random erasing data augmentation
Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, and Yi Yang · 2020
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Co-mixup: Saliency guided joint mixup with supermodular diversity
JangHyun Kim, Wonho Choo, Hosan Jeong, and Hyun Oh Song · 2021
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Diverse part discovery: Occluded person re-identification with part-aware transformer
Yulin Li, Jianfeng He, Tianzhu Zhang, Xiang Liu, Yongdong Zhang, and Feng Wu · 2021
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Clothing-change feature augmentation for person re-identification
Ke Han, Shaogang Gong, Yan Huang, Liang Wang, and Tieniu Tan · 2023
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Fastreid: A pytorch toolbox for general instance re-identification
Lingxiao He, Xingyu Liao, Wu Liu, Xinchen Liu, Peng Cheng, and Tao Mei · 2023
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Clip-reid: Exploiting vision-language model for image re-identification without concrete text labels
Siyuan Li, Li Sun, and Qingli Li · 2023
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Deep dual-resolution networks for real-time and accurate semantic segmentation of traffic scenes
Huihui Pan, Yuanduo Hong, Weichao Sun, and Yisong Jia · 2023
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A lightweight network for smoke semantic segmentation
Feiniu Yuan, Kang Li, Chunmei Wang, and Zhijun Fang · 2023
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Adaptive sparse pairwise loss for object re-identification
Xiao Zhou, Yujie Zhong, Zhen Cheng, Fan Liang, and Lin Ma · 2023
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Cross-modality perturbation synergy attack for person re-identification
Zhiming Luo Yansong Qu Rongrong Ji Min Jiang Yunpeng Gong, Zhun Zhong · 2024
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