ImageDehazing

MIT Final Year project

NoteBook's Link

Comparision of present models

Metrics	LCA	DehazeNet(40)	Dhz_Att	DCP	GMAN	GCA(30)	FFA(10)	U-net
PSNR	17.072	17.23	17.00	12.21	14.8	20.13	20.67	19.38
SSIM	0.65	0.66	0.67	0.61	0.64	0.77	0.79	0.73
FADE	0.9542	0.500	0.87	0.3883	0.645	0.91	1.24	0.68
NQIE	4.42	2.93	3.12	2.847	2.70	2.7	2.67	3.71
CEIQ	3.27	3.33	3.25	3.19	3.22	3.22	3.42	3.4
BLIINDS2	49.69	23.5	35.5	17.39	26.42	27.5	24.4	39.11

TIMELINE

WEEK 1

Studied literature of dehazing, paper on DCP, dehazenet, BPP, GCA, FFA,etc

WEEK 2

Implemented a dataset loader and implemented some preprocessing technique. Wrote code for DCP and dehaze net from research paper.

WEEK 3

Started developing basic architecture based on simple networks such as LCA and wrote code for GCA, GMAN, dehazenet.

WEEK 4

Compare different models based on NR IQA methods such as FADE, NQIE, BLIINDS, CEIQ. Wrote code in matlab to generate the output of the models on ohaze dataset.

Weadbm / ImageDehazing

ImageDehazing

MIT Final Year project

NoteBook's Link

Comparision of present models

TIMELINE

WEEK 1

WEEK 2

WEEK 3

WEEK 4

Tasks

简介

发行版

贡献者

近期动态

Weadbm / ImageDehazing .gitee-modal { width: 500px !important; }

ImageDehazing

MIT Final Year project

NoteBook's Link

Comparision of present models

TIMELINE

WEEK 1

WEEK 2

WEEK 3

WEEK 4

Tasks

简介

发行版

贡献者

近期动态

搜索帮助

Weadbm / ImageDehazing