Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing

3 code implementations • 14 May 2018 • Deniz Engin, Anıl Genç, Hazim Kemal Ekenel

In this paper, we present an end-to-end network, called Cycle-Dehaze, for single image dehazing problem, which does not require pairs of hazy and corresponding ground truth images for training.

Image Dehazing Single Image Dehazing

Offline Signature Verification on Real-World Documents

1 code implementation • 25 Apr 2020 • Deniz Engin, Alperen Kantarcı, Seçil Arslan, Hazim Kemal Ekenel

Research on offline signature verification has explored a large variety of methods on multiple signature datasets, which are collected under controlled conditions.

On the hidden treasure of dialog in video question answering

1 code implementation • ICCV 2021 • Deniz Engin, François Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis

High-level understanding of stories in video such as movies and TV shows from raw data is extremely challenging.

Question Answering Video Question Answering +1

Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts

1 code implementation • 27 Sep 2023 • Deniz Engin, Yannis Avrithis

Recent vision-language models are driven by large-scale pretrained models.

Few-shot Video Question Answering Zero-Shot Video Question Answer