Video Retrieval Methods and Their Limits

What Matters for Ad-Hoc Video Search? A Large-Scale Evaluation on TRECVID

Aozhu Chen,

Fan Hu,

Zihan Wang,

Fangming Zhou,

Xirong Li

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_ICCV, author = {Chen, Aozhu and Hu, Fan and Wang, Zihan and Zhou, Fangming and Li, Xirong}, title = {What Matters for Ad-Hoc Video Search? A Large-Scale Evaluation on TRECVID}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2317-2322} }

Instance Search via Fusing Hierarchical Multi-Level Retrieval and Human-Object Interaction Detection

Wenhao Yang,

Yinan Song,

Zhicheng Zhao,

Fei Su

[pdf]

[bibtex]

@InProceedings{Yang_2021_ICCV, author = {Yang, Wenhao and Song, Yinan and Zhao, Zhicheng and Su, Fei}, title = {Instance Search via Fusing Hierarchical Multi-Level Retrieval and Human-Object Interaction Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2323-2327} }

Hard-Negatives or Non-Negatives? A Hard-Negative Selection Strategy for Cross-Modal Retrieval Using the Improved Marginal Ranking Loss

Damianos Galanopoulos,

Vasileios Mezaris

[pdf]

[bibtex]

@InProceedings{Galanopoulos_2021_ICCV, author = {Galanopoulos, Damianos and Mezaris, Vasileios}, title = {Hard-Negatives or Non-Negatives? A Hard-Negative Selection Strategy for Cross-Modal Retrieval Using the Improved Marginal Ranking Loss}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2312-2316} }