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20222026
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cs.CV2026

The First Challenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

Kai Liu, Haoyang Yue, Zeli Lin +65

This paper presents the NTIRE 2026 Remote Sensing Infrared Image Super-Resolution (x4) Challenge, one of the associated challenges of NTIRE 2026. The challenge aims to recover high…

cs.CV2026

The Fourth Challenge on Image Super-Resolution (4) at NTIRE 2026: Benchmark Results and Method Overview

Zheng Chen, Kai Liu, Jingkai Wang +150

This paper presents the NTIRE 2026 image super-resolution (4) challenge, one of the associated competitions of the NTIRE 2026 Workshop at CVPR 2026. The challenge aims to r…

cs.CV2025

FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos

Zhaolun Li, Jichang Li, Yinqi Cai +4

In this paper, we propose FakeRadar, a novel deepfake video detection framework designed to address the challenges of cross-domain generalization in real-world scenarios. Existing…

cs.CV2025

Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal

Yicheng Leng, Chaowei Fang, Junye Chen +3

Visible watermark removal which involves watermark cleaning and background content restoration is pivotal to evaluate the resilience of watermarks. Existing deep neural network (DN…

cs.CV2023

Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation

Chaowei Fang, Ziyin Zhou, Junye Chen +3

Point-based interactive image segmentation can ease the burden of mask annotation in applications such as semantic segmentation and image editing. However, fully extracting the tar…