Outputs at different stages in Our Method (Refined Dense Flow + Frame Generator)

Input Image

Mask

Input Sparse Flow

Dense Flow

Refined Dense Flow

Ground-Truth Average Flow

Generated Video

01003_00144, # Hints = 1

01003_00144

01003_00144, # Hints = 1

01003_00144, # Hints = 1

01003_00144, # Hints = 1

01003_00144

01003_00144, # Hints = 1

01003_00144, # Hints = 3

01003_00144

01003_00144, # Hints = 3

01003_00144, # Hints = 3

01003_00144, # Hints = 3

01003_00144

01003_00144, # Hints = 3

01003_00144, # Hints = 5

01003_00144

01003_00144, # Hints = 5

01003_00144, # Hints = 5

01003_00144, # Hints = 5

01003_00144

01003_00144, # Hints = 5

00980_01416, # Hints = 1

00980_01416

00980_01416, # Hints = 1

00980_01416, # Hints = 1

00980_01416, # Hints = 1

00980_01416

00980_01416, # Hints = 1

00980_01416, # Hints = 3

00980_01416

00980_01416, # Hints = 3

00980_01416, # Hints = 3

00980_01416, # Hints = 3

00980_01416

00980_01416, # Hints = 3

00980_01416, # Hints = 5

00980_01416

00980_01416, # Hints = 5

00980_01416, # Hints = 5

00980_01416, # Hints = 5

00980_01416

00980_01416, # Hints = 5

01000_01740, # Hints = 1

01000_01740

01000_01740, # Hints = 1

01000_01740, # Hints = 1

01000_01740, # Hints = 1

01000_01740

01000_01740, # Hints = 1

01000_01740, # Hints = 3

01000_01740

01000_01740, # Hints = 3

01000_01740, # Hints = 3

01000_01740, # Hints = 3

01000_01740

01000_01740, # Hints = 3

01000_01740, # Hints = 5

01000_01740

01000_01740, # Hints = 5

01000_01740, # Hints = 5

01000_01740, # Hints = 5

01000_01740

01000_01740, # Hints = 5

00994_02832, # Hints = 1

00994_02832

00994_02832, # Hints = 1

00994_02832, # Hints = 1

00994_02832, # Hints = 1

00994_02832

00994_02832, # Hints = 1

00994_02832, # Hints = 3

00994_02832

00994_02832, # Hints = 3

00994_02832, # Hints = 3

00994_02832, # Hints = 3

00994_02832

00994_02832, # Hints = 3

00994_02832, # Hints = 5

00994_02832

00994_02832, # Hints = 5

00994_02832, # Hints = 5

00994_02832, # Hints = 5

00994_02832

00994_02832, # Hints = 5

01005_01392, # Hints = 1

01005_01392

01005_01392, # Hints = 1

01005_01392, # Hints = 1

01005_01392, # Hints = 1

01005_01392

01005_01392, # Hints = 1

01005_01392, # Hints = 3

01005_01392

01005_01392, # Hints = 3

01005_01392, # Hints = 3

01005_01392, # Hints = 3

01005_01392

01005_01392, # Hints = 3

01005_01392, # Hints = 5

01005_01392

01005_01392, # Hints = 5

01005_01392, # Hints = 5

01005_01392, # Hints = 5

01005_01392

01005_01392, # Hints = 5

00985_00348, # Hints = 1

00985_00348

00985_00348, # Hints = 1

00985_00348, # Hints = 1

00985_00348, # Hints = 1

00985_00348

00985_00348, # Hints = 1

00985_00348, # Hints = 3

00985_00348

00985_00348, # Hints = 3

00985_00348, # Hints = 3

00985_00348, # Hints = 3

00985_00348

00985_00348, # Hints = 3

00985_00348, # Hints = 5

00985_00348

00985_00348, # Hints = 5

00985_00348, # Hints = 5

00985_00348, # Hints = 5

00985_00348

00985_00348, # Hints = 5

00997_01740, # Hints = 1

00997_01740

00997_01740, # Hints = 1

00997_01740, # Hints = 1

00997_01740, # Hints = 1

00997_01740

00997_01740, # Hints = 1

00997_01740, # Hints = 3

00997_01740

00997_01740, # Hints = 3

00997_01740, # Hints = 3

00997_01740, # Hints = 3

00997_01740

00997_01740, # Hints = 3

00997_01740, # Hints = 5

00997_01740

00997_01740, # Hints = 5

00997_01740, # Hints = 5

00997_01740, # Hints = 5

00997_01740

00997_01740, # Hints = 5

01001_00708, # Hints = 1

01001_00708

01001_00708, # Hints = 1

01001_00708, # Hints = 1

01001_00708, # Hints = 1

01001_00708

01001_00708, # Hints = 1

01001_00708, # Hints = 3

01001_00708

01001_00708, # Hints = 3

01001_00708, # Hints = 3

01001_00708, # Hints = 3

01001_00708

01001_00708, # Hints = 3

01001_00708, # Hints = 5

01001_00708

01001_00708, # Hints = 5

01001_00708, # Hints = 5

01001_00708, # Hints = 5

01001_00708

01001_00708, # Hints = 5

00987_00234, # Hints = 1

00987_00234

00987_00234, # Hints = 1

00987_00234, # Hints = 1

00987_00234, # Hints = 1

00987_00234

00987_00234, # Hints = 1

00987_00234, # Hints = 3

00987_00234

00987_00234, # Hints = 3

00987_00234, # Hints = 3

00987_00234, # Hints = 3

00987_00234

00987_00234, # Hints = 3

00987_00234, # Hints = 5

00987_00234

00987_00234, # Hints = 5

00987_00234, # Hints = 5

00987_00234, # Hints = 5

00987_00234

00987_00234, # Hints = 5

00990_01392, # Hints = 1

00990_01392

00990_01392, # Hints = 1

00990_01392, # Hints = 1

00990_01392, # Hints = 1

00990_01392

00990_01392, # Hints = 1

00990_01392, # Hints = 3

00990_01392

00990_01392, # Hints = 3

00990_01392, # Hints = 3

00990_01392, # Hints = 3

00990_01392

00990_01392, # Hints = 3

00990_01392, # Hints = 5

00990_01392

00990_01392, # Hints = 5

00990_01392, # Hints = 5

00990_01392, # Hints = 5

00990_01392

00990_01392, # Hints = 5

00981_00096, # Hints = 1

00981_00096

00981_00096, # Hints = 1

00981_00096, # Hints = 1

00981_00096, # Hints = 1

00981_00096

00981_00096, # Hints = 1

00981_00096, # Hints = 3

00981_00096

00981_00096, # Hints = 3

00981_00096, # Hints = 3

00981_00096, # Hints = 3

00981_00096

00981_00096, # Hints = 3

00981_00096, # Hints = 5

00981_00096

00981_00096, # Hints = 5

00981_00096, # Hints = 5

00981_00096, # Hints = 5

00981_00096

00981_00096, # Hints = 5

00989_01392, # Hints = 1

00989_01392

00989_01392, # Hints = 1

00989_01392, # Hints = 1

00989_01392, # Hints = 1

00989_01392

00989_01392, # Hints = 1

00989_01392, # Hints = 3

00989_01392

00989_01392, # Hints = 3

00989_01392, # Hints = 3

00989_01392, # Hints = 3

00989_01392

00989_01392, # Hints = 3

00989_01392, # Hints = 5

00989_01392

00989_01392, # Hints = 5

00989_01392, # Hints = 5

00989_01392, # Hints = 5

00989_01392

00989_01392, # Hints = 5

00994_02124, # Hints = 1

00994_02124

00994_02124, # Hints = 1

00994_02124, # Hints = 1

00994_02124, # Hints = 1

00994_02124

00994_02124, # Hints = 1

00994_02124, # Hints = 3

00994_02124

00994_02124, # Hints = 3

00994_02124, # Hints = 3

00994_02124, # Hints = 3

00994_02124

00994_02124, # Hints = 3

00994_02124, # Hints = 5

00994_02124

00994_02124, # Hints = 5

00994_02124, # Hints = 5

00994_02124, # Hints = 5

00994_02124

00994_02124, # Hints = 5

00991_01416, # Hints = 1

00991_01416

00991_01416, # Hints = 1

00991_01416, # Hints = 1

00991_01416, # Hints = 1

00991_01416

00991_01416, # Hints = 1

00991_01416, # Hints = 3

00991_01416

00991_01416, # Hints = 3

00991_01416, # Hints = 3

00991_01416, # Hints = 3

00991_01416

00991_01416, # Hints = 3

00991_01416, # Hints = 5

00991_01416

00991_01416, # Hints = 5

00991_01416, # Hints = 5

00991_01416, # Hints = 5

00991_01416

00991_01416, # Hints = 5

00986_00000, # Hints = 1

00986_00000

00986_00000, # Hints = 1

00986_00000, # Hints = 1

00986_00000, # Hints = 1

00986_00000

00986_00000, # Hints = 1

00986_00000, # Hints = 3

00986_00000

00986_00000, # Hints = 3

00986_00000, # Hints = 3

00986_00000, # Hints = 3

00986_00000

00986_00000, # Hints = 3

00986_00000, # Hints = 5

00986_00000

00986_00000, # Hints = 5

00986_00000, # Hints = 5

00986_00000, # Hints = 5

00986_00000

00986_00000, # Hints = 5

01007_00078, # Hints = 1

01007_00078

01007_00078, # Hints = 1

01007_00078, # Hints = 1

01007_00078, # Hints = 1

01007_00078

01007_00078, # Hints = 1

01007_00078, # Hints = 3

01007_00078

01007_00078, # Hints = 3

01007_00078, # Hints = 3

01007_00078, # Hints = 3

01007_00078

01007_00078, # Hints = 3

01007_00078, # Hints = 5

01007_00078

01007_00078, # Hints = 5

01007_00078, # Hints = 5

01007_00078, # Hints = 5

01007_00078

01007_00078, # Hints = 5

00986_01416, # Hints = 1

00986_01416

00986_01416, # Hints = 1

00986_01416, # Hints = 1

00986_01416, # Hints = 1

00986_01416

00986_01416, # Hints = 1

00986_01416, # Hints = 3

00986_01416

00986_01416, # Hints = 3

00986_01416, # Hints = 3

00986_01416, # Hints = 3

00986_01416

00986_01416, # Hints = 3

00986_01416, # Hints = 5

00986_01416

00986_01416, # Hints = 5

00986_01416, # Hints = 5

00986_01416, # Hints = 5

00986_01416

00986_01416, # Hints = 5

01002_00000, # Hints = 1

01002_00000

01002_00000, # Hints = 1

01002_00000, # Hints = 1

01002_00000, # Hints = 1

01002_00000

01002_00000, # Hints = 1

01002_00000, # Hints = 3

01002_00000

01002_00000, # Hints = 3

01002_00000, # Hints = 3

01002_00000, # Hints = 3

01002_00000

01002_00000, # Hints = 3

01002_00000, # Hints = 5

01002_00000

01002_00000, # Hints = 5

01002_00000, # Hints = 5

01002_00000, # Hints = 5

01002_00000

01002_00000, # Hints = 5

00999_00000, # Hints = 1

00999_00000

00999_00000, # Hints = 1

00999_00000, # Hints = 1

00999_00000, # Hints = 1

00999_00000

00999_00000, # Hints = 1

00999_00000, # Hints = 3

00999_00000

00999_00000, # Hints = 3

00999_00000, # Hints = 3

00999_00000, # Hints = 3

00999_00000

00999_00000, # Hints = 3

00999_00000, # Hints = 5

00999_00000

00999_00000, # Hints = 5

00999_00000, # Hints = 5

00999_00000, # Hints = 5

00999_00000

00999_00000, # Hints = 5

01010_00072, # Hints = 1

01010_00072

01010_00072, # Hints = 1

01010_00072, # Hints = 1

01010_00072, # Hints = 1

01010_00072

01010_00072, # Hints = 1

01010_00072, # Hints = 3

01010_00072

01010_00072, # Hints = 3

01010_00072, # Hints = 3

01010_00072, # Hints = 3

01010_00072

01010_00072, # Hints = 3

01010_00072, # Hints = 5

01010_00072

01010_00072, # Hints = 5

01010_00072, # Hints = 5

01010_00072, # Hints = 5

01010_00072

01010_00072, # Hints = 5

00986_02832, # Hints = 1

00986_02832

00986_02832, # Hints = 1

00986_02832, # Hints = 1

00986_02832, # Hints = 1

00986_02832

00986_02832, # Hints = 1

00986_02832, # Hints = 3

00986_02832

00986_02832, # Hints = 3

00986_02832, # Hints = 3

00986_02832, # Hints = 3

00986_02832

00986_02832, # Hints = 3

00986_02832, # Hints = 5

00986_02832

00986_02832, # Hints = 5

00986_02832, # Hints = 5

00986_02832, # Hints = 5

00986_02832

00986_02832, # Hints = 5