Contrast Enhancement or Noise Reduction? On Improving Cervical Cancer Classification

arXiv:2610.11086 · cs.CV · Submitted 2026-10-08 · Read on arXiv

cs.CV

Submitted: 2026-10-08

Updated: 2026-10-08

Terminology

Accuracy — 21× in this paper · explained in 1 episode
Feature Extraction — 5× in this paper · explained in 2 episodes
Histogram Equalization — 4× in this paper
Transfer Learning — 4× in this paper · explained in 10 episodes
Attention Mechanism — 3× in this paper · explained in 3 episodes
Structural Integrity — 2× in this paper · explained in 3 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
Ensemble Learning — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Gradient Flow — 1× in this paper · explained in 2 episodes
IEEE International Conference on Image Processing — 1× in this paper
Perona-Malik Diffusion — 1× in this paper
Transformer — 1× in this paper · explained in 2 episodes